He’d known, of course. Deep down, a knot of dread had been twisting in his gut for weeks. But the reality still hit like a physical blow. The rejection. From *them*. His fingers trembled as he scanned the email, the words a cruel, deliberate dance of professional politeness.

His stomach lurched. He felt the sudden, frantic urge to throw up. He pressed a hand against his mouth, trying to regain control. His gaze darted to the overflowing trash can, considering.

His heart hammered against his ribs. He felt the air thicken in the cramped office. He needed to get out, needed space, needed… something. He stood abruptly, knocking over his chair. It crashed to the floor. He didn't even notice.

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