The silence of his apartment amplified the hollow ache within him. He kept replaying the scene in his mind, over and over, the way his friend, Chloe, had looked at him, confused, when he brought up their summer camping trip. It was as if a part of her was missing, a missing piece in the puzzle of his past. He wandered from room to room, touching things they had shared. He picked up a worn photograph, his hands shaking. The image, once a source of comfort, now felt like a cruel joke. He tossed it onto the coffee table, a sudden, angry gesture.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290