The flyer, tucked under the door, landed on the welcome mat. It was a glossy, professionally designed piece, full of optimistic language about "luxury living" and "investment opportunities." Michael, however, felt a wave of icy dread wash over him. His stomach clenched. He didn't want luxury. He didn’t want an investment. He wanted things to stay as they were.

He crumpled the flyer in his hand, then tossed it into the recycling bin with a force that sent it clattering against the metal. He felt the familiar ache in his jaw, the telltale sign of grinding his teeth. The building was already starting to feel different.

He sat down heavily on the couch. The familiar view from his window—the park across the street, the trees swaying in the breeze—suddenly seemed distorted, shadowed. He wanted to rewind time, to freeze the world before the notice had arrived.

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