"He's *what*?" Sarah stammered, the coffee cup shaking in her hand, the hot liquid sloshing dangerously close to her fingers. The news, delivered with a casual shrug by a fellow grad student, sent a jolt of ice through her veins. She felt the sudden urge to run, to escape the bright, chattering student lounge. The air seemed thick, suffocating. Her mind raced, the carefully constructed plan for her dissertation – the product of months of collaborative work with Dr. Chen – crumbling into dust before her eyes.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309