The elegant card landed on the kitchen island, a stark white rectangle against the polished granite. His eyes widened slightly, then narrowed. He reached for it, his movements slow and deliberate, almost reluctant. His reunion. After all this time.

He felt a knot of tension tighten in his stomach. He’d done everything he could to put the past behind him. He'd created a life, a persona, that was a world away from his high school years. The very thought of returning to that time, of facing those people, filled him with a deep disquiet.

He turned the card over in his hands, examining the details. He felt a compelling urge to rip it up, to destroy it. To pretend it had never arrived. To erase the past.

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