The silence in the library was deafening. Michael sat hunched over the computer, the glow of the screen reflecting in his widened eyes. The carefully constructed narrative of his life was unraveling before him. A thread at a time.

He felt a tightness in his chest, a sensation of being unable to breathe. He wanted to scream, to lash out, but the quiet of the library held him captive. He ran a hand through his hair, tugging at the strands as if trying to physically pull himself away from the truth.

He looked around the room, at the other readers, oblivious to his turmoil. Their normalcy felt like a betrayal. He closed the laptop, the sudden darkness a physical representation of the void opening up inside him.

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