He stared at the review. It was as if it was a mirror, reflecting his deepest anxieties. A tremor ran through Elias’s body. He felt a sudden, sharp ache behind his eyes. He blinked, trying to clear his vision, but the words still danced on the page.

The once-familiar kitchen now felt hostile, a place of judgement. His stomach twisted, and he felt a wave of nausea. He took a deep, shuddering breath, trying to regain control. He wanted to scream, to lash out, but the words caught in his throat.

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