He found himself wandering the familiar streets of his childhood, the very sidewalks they'd scuffed with their sneakers. He saw the park, the swing set, the oak tree where they’d carved their initials. Each landmark, once a vessel of joyful memories, now felt like a taunt. The air seemed thick, heavy, as though laced with the ghost of a forgotten history. He ran his hand over the rough bark of the tree, the rough texture offering no comfort. He kicked at a loose stone, his breath hitching in his chest. A wave of nausea surged through him, a physical manifestation of the hollowness that had opened up.

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