"The research team?" Amelia's voice cracked, a small, involuntary sound escaping her lips. Her heart thudded hard, a frantic beat against her ribs. She felt a wave of dizziness wash over her. It was as if her world had tilted on its axis.

The thought of leaving her position, her comfort zone, her well-established relationships… it was a blow. Her hands flew to her mouth, stifling a gasp. Her usual calm demeanor was shattered. She wanted to scream, to run.

She sank back into her chair, the leather cool and unyielding against her back. The world outside the window seemed distant and unreal.

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