The invitation felt like a physical blow. When she saw the familiar school crest on the return address, her hand flew to her throat, a choked sound escaping her lips. "No," she breathed, the word a desperate plea into the silence of her apartment.

She’d thought she’d escaped. She’d built a life, a career, a whole new identity, far away from that small town. Now, this… this intrusion. The memories flooded back, unwanted and unwelcome. She ran her fingers through her hair, a nervous gesture.

She paced her living room. The reunion, with its promise of forced camaraderie and judgment, filled her with a suffocating feeling. She felt an urgent need to flee, to disappear. She had to think. She had to decide what to do.

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