It was during a late-night study session that the realization hit Emily. She was browsing her Instagram, killing time, when she noticed Mr. Peterson, her physics teacher, in her follower list. She froze. A jolt ran through her, making her muscles tense.

Her breath became shallow and rapid. She quickly scrolled through his profile, finding it bland and corporate. But the simple fact remained: he was watching. She felt like he was hovering over her shoulder.

She slammed her laptop shut with a loud thud, startling herself. The room felt suddenly too small, too oppressive. She wrapped her arms around herself, trying to find some semblance of calm, but it was no use. She was on edge.

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