The PTA meeting felt like a tidal wave crashing over Sarah. Mrs. Gable. The same Mrs. Gable who’d given her a C in history. The same Mrs. Gable who’d publicly humiliated her for forgetting her homework. Seeing the woman's name on the list for her son, Liam's, fifth-grade class felt like a punch to the gut. She swallowed hard, fingers clenching the cheap plastic chair. A flush crept up her neck, and she fanned herself with the handout, even though the room was chilly. Why? Why her son?

She considered bolting from the meeting, feigning a sudden illness. But that would be cowardly. She stayed, nodding along with the principal’s platitudes, but her mind was a battlefield. She pictured the long hours of homework battles, the potential for favoritism (or the opposite), the crushing weight of her own past insecurities. It felt unfair. This wasn't how parenthood was supposed to go.

After the meeting, she found herself lingering in the parking lot. She watched the other parents, chatting and laughing, while a knot formed in her stomach. She pictured her son, a sensitive boy, facing Mrs. Gable. She kicked a pebble across the pavement. This couldn't be happening.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210