The sterile smell of disinfectant and stale coffee clung to Ethan as he paced, the soles of his shoes squeaking against the polished floor. His grandfather’s final moments. He was going to miss them. He ran a hand through his hair, leaving it a tangled mess.

He felt a tightness in his jaw, a constant ache that throbbed with each passing minute. The airport’s upbeat music grated on his nerves, a jarring counterpoint to the turmoil within. He felt a desperate urge to break something, to scream, to lash out at the indifferent world.

He stopped pacing and slammed his fist on the counter. The attendant looked up, her expression unchanging. "When will it leave?" he growled, his voice hoarse. Her answer was the same: delayed.

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