The air crackled with a strange tension. As soon as she saw the bear, all other thoughts evaporated for Evelyn. It was like her childhood was staring her in the face. She wanted to throw it away, to destroy it, to never have seen it. It couldn’t be real.

"Cute, isn't he?" The seller smiled, pointing at the bear. Evelyn swallowed hard, the muscles in her neck tightening. She felt a knot forming in her stomach. Her breath grew shallow, and her vision was starting to swim.

She managed a weak nod. She had to be calm. She pulled a twenty from her purse and handed it to the seller. She needed to know. The bear felt heavy in her arms, a burden from a forgotten past.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217