He stared at the map on his wall, a relic of better times, now a taunt. Liam had pointed to it countless times, planning adventures, marking off road trips, dreaming of shared futures. Now, it felt like a cruel joke.

He sat on his bed, picking at the loose threads on his jeans. The room seemed to shrink around him, the walls pressing in. The silence of the apartment was suffocating, broken only by the frantic hammering of his own heart.

He felt the urge to scream, to lash out. He wanted to shatter something, anything, to break the awful stillness of the moment. He clenched his fists, forcing himself to breathe.

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