Coach Miller stared at the clipboard, the names swimming before his eyes. He’d been over the roster a hundred times. Sweat beaded on his forehead, despite the chill of the gym. He knew what he had to do, but the knowledge felt like a lead weight in his gut. He scrubbed a hand across his face, the rough stubble scratching against his skin. This wasn't supposed to happen.

He walked toward the locker room, each step echoing in the sudden quiet. The fluorescent lights buzzed overhead, a maddening counterpoint to the thumping of his pulse. He saw young David leaning against a locker, fiddling with the laces of his sneakers. The boy looked up, a bright smile on his face, and it nearly broke Coach Miller.

"David, can you come with me for a second?" His voice sounded strained, a croak he didn't recognize.

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