"Professor Davies wants to see you," the secretary announced, her voice flat and devoid of emotion. Ethan's stomach lurched. He felt a sudden, inexplicable urge to flee the building. He swallowed hard, his throat constricted. The invitation to his professor's office felt like a summons to the gallows.

He walked down the long hallway, each step an excruciating effort. The cheerful posters and vibrant artwork lining the walls seemed to mock his inner turmoil. The air grew thick and heavy as he approached the professor's door. He paused, his hand hovering over the doorknob, hesitating.

His heart pounded against his ribs, a frantic rhythm that echoed the rapid beat of his thoughts. He pictured the scene that would unfold, the accusations, the explanations, the potential penalties. He closed his eyes briefly, bracing himself for the inevitable. He opened the door, a knot of apprehension tightening his stomach.

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