The air in the sterile, brightly lit lab felt thick with an invisible tension. Dr. Anya Sharma's gaze flickered between the complex chemical formulas on the whiteboards and the eager face of her trainee, Mark. She was being replaced, a fact that had become inescapable.

She was used to the precision of the lab, the comforting order of the scientific method. But now, it was like a chaotic experiment had begun, and she was unsure of the outcome. Her hands felt clammy as she explained the intricacies of the process.

She was surprised by the irritation she felt at Mark’s questions. His enthusiasm, once endearing, now seemed like an affront, a symbol of his place while she was being pushed out. Her breaths came in shallow gasps. She clutched the edge of the table.

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