The lawyer’s words echoed in Sarah’s mind, replaying like a broken record. “The evidence is compelling…” She gripped the armrests of the chair until her knuckles ached. A prickly heat ran up her spine, and her breaths came in shallow gasps. She fought the urge to bolt from the room.

She focused on the lawyer's face, trying to decipher any sign of hope, any flicker of reassurance. But his expression remained carefully neutral, offering no comfort. The weight of the situation was crushing, threatening to suffocate her. She felt a growing sense of panic, a desperate need to escape the confines of the room.

Her mind raced, desperately searching for a solution, a way out of this nightmare. The accusations, the evidence, the potential consequences – all of it swirled around her, a vortex threatening to pull her under. She tried to maintain composure, but her voice trembled as she spoke.

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