He’d been running late. Again. Mark fumbled for his keys, the metal cold and unfamiliar in his sweaty palm. A knot tightened in his stomach as he surveyed the empty space in the driveway. The metallic gleam of the tow truck's departure still lingered in the air, a phantom presence. He felt a creeping unease, a cold sweat breaking out across his forehead. He slammed his fist against the hood of his neighbor's parked minivan, the sudden impact a futile attempt to expel the rising tide of frustration that threatened to engulf him.

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