The afternoon sun streamed through the window, but the warmth did nothing to soothe the cold dread that had settled in Chloe's stomach. The article she had spent months researching and writing was published. Someone else was getting all the praise.

She re-read the article, her eyes darting across the words. She chewed on her lip, a nervous habit she hadn’t indulged in for years. Her fingers drummed a frantic rhythm on the desk, a silent plea for an explanation.

She felt a wave of dizziness wash over her. She stood up, staggering slightly. She knew she had to take action, but her mind was blank, the details shrouded in an unwelcome fog.

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