The office was stifling, the air conditioning unit wheezing a pathetic attempt at cooling the room. Coach Thompson stared at the photograph on his desk: a team picture, everyone grinning, everyone hopeful. He kept telling himself it's part of the job.

He rubbed his temples, a headache blossoming behind his eyes. He had to inform Sarah, the star pitcher who had suddenly, inexplicably, lost her control. He’d watched her struggle, his heart sinking with each wild pitch.

He’d replayed their last practice in his head a hundred times, searching for a clue, a sign, anything he could have done differently. He felt a deep, profound sense of helplessness. The phone felt like a brick in his hand.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236