Maya slammed the laptop shut, the metallic sound resonating in the quiet room. Across the desk, her roommate, Olivia, was immersed in a book, oblivious to the storm brewing inside. Olivia had vetoed the adoption of a kitten. Maya’s cheeks burned.

She got up and started pacing. The apartment, once a shared sanctuary, now felt suffocating. She envisioned the tiny kitten, curled up on her lap, purring contentedly. The quiet joy she anticipated felt stolen.

She walked to the window and pressed her forehead against the cool glass. The city skyline, usually a source of wonder, now seemed distant and indifferent. The hurt gnawed at her, a persistent ache she couldn't shake.

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