The email sat in her inbox, a cold, clinical sentence: "Please see attached schedule for onboarding your replacement." A bead of sweat trickled down Amelia's temple. Her fingers, usually quick on the keyboard, fumbled as she clicked the attachment. The picture of Sarah, her replacement, in the meeting invitation, seemed to leer at her.

Amelia pulled at the collar of her blouse, suddenly feeling suffocated. The air conditioning, usually a welcome relief, now felt like a glacial blast. She started to rehearse what she would say, her voice cracking in a dry run. The thought of divulging her carefully guarded secrets, her shortcuts, her ways of navigating the minefield of office politics, made her stomach churn.

The first training session arrived. Amelia managed a weak smile as Sarah entered. "Welcome," she managed, her voice barely a whisper. Her hand, offered for a handshake, was clammy. She found herself focusing intensely on the pattern of Sarah's floral blouse, avoiding eye contact.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294