He stared at his reflection in the terminal window, seeing a stranger in the rumpled suit and the weary eyes. He pressed his palms against the glass, seeking some kind of connection to the world outside. The concert, the culmination of years of practice, was about to begin. He was going to miss it.

His breath came in short, shallow gasps. A tremor ran through his body, and he fought to keep his hands from shaking. He needed to be on that stage, to perform, to share his music. He closed his eyes, replaying the music in his head, the notes a bittersweet melody of what could have been.

He felt a wave of nausea wash over him, a physical manifestation of his helplessness. The terminal lights blurred as tears finally escaped, tracing paths down his cheeks.

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