The instructions were simple: "Assist with the transition." For Carol, the words felt like a death sentence. She'd poured her heart and soul into this company, this role. The thought of sharing her hard-earned expertise felt like a cruel injustice.

Her usual cheerful demeanor had vanished. She jumped at every sound, every movement. She found herself snapping at her coworkers, the tension a palpable force in the air around her. She found it difficult to eat and sleep.

As her replacement came into view, Carol’s heart pounded in her chest. She struggled to keep her voice steady as she greeted the woman. Her mouth was dry. She felt as though she might be sick. She desperately wanted the whole thing to be over.

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