"Condo... condos," Clara whispered, the word tasting bitter in her mouth. She felt a knot forming in her stomach, twisting tighter with each passing moment. The apartment felt different, the familiar spaces now strange and unfamiliar. The walls seemed to be closing in, the air thick and heavy.

She moved from room to room, touching the surfaces of things, as if to reassure herself that they were still there. Each touch was accompanied by a fresh wave of despair. She thought about the money, the moving, the uncertainty of it all.

She sat on the floor, her back against the wall, and hugged her knees to her chest. She wished she could disappear, to wake up and discover that the letter was just a bad dream. She didn't want to think about anything else.

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