The air in the new office space, the Operations department, felt thick, heavy. John felt as though he couldn't draw a full breath. The scent of burnt coffee and desperation hung heavy in the air. He was a creature of habit, and the shift from his cosy corner in Maintenance had knocked the wind out of him.

He kept glancing at his watch, not because he was eager for lunch, but because each passing minute was a small victory. His mouth felt dry, and he kept running his tongue over his teeth. The new team were talking loudly, each word a spike against his eardrums.

The phone rang, and he flinched. He wasn't sure he could cope with another day like this.

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