The air in the apartment felt thick and stale. Another package. "For the artist," the note from the delivery person read. The artist, whoever they were. She felt a sting, a knot in her stomach that felt like a betrayal. The previous tenant, a woman named Emily, had been a painter, a free spirit. She felt a pang of resentment, a deep longing for something she couldn't name.

She answered the door, her expression tight.

She accepted the package. She was in no mood to deal with anyone or anything. She left the box sitting on the counter. She felt a sense of paralysis, a feeling of being stuck. She wanted to run away. The package watched her.

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