He found himself pacing his small apartment, the late afternoon sun casting long shadows across the floor. He'd been working on a new song, a slow ballad, filled with the raw ache of loneliness. Then, while flipping through channels, he heard it - his song, played by a boy band with perfect teeth and manufactured swagger.

His hand flew to the remote, and he slammed the power button. The silence was almost worse than the garish production. He ripped off his headphones, tossing them on the couch. He sat down heavily, the weight of it all pressing down on him. How could they… how could they make something so personal, so vulnerable, feel so… trivial?

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