The courtroom felt suffocating. The air was thick with the scent of old wood and the weight of unspoken judgement. John sat stiffly, his hands clasped so tightly they ached. The diagnosis, Chrono-Friction, had changed everything. He felt like a villain in his own life.

He'd been so close to winning the case, his arguments sound. Now… Now he was the one on trial.

He waited for the judge, trying to control his tremors. Another man, also waiting, approached him. "They said I should come talk to you," the man said. "I know. It's… rough." The man's gaze was empathetic, and he had the same haunted look in his eyes.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229