He’d arrived early, as always, the coffee already brewing, but the office was empty. The worn leather chair behind Mr. Abernathy’s desk was vacant. Liam stared at the space, the air thick in his chest. A knot formed in his stomach, twisting with a slow, grinding ache. He reached for the phone, then retracted his hand. He hadn't seen his mentor in nearly a week, a longer gap than usual. He had assumed he was simply busy. He tried to think of what he'd done to deserve this silent treatment. He reread an email from the office: “Mr. Abernathy has officially retired.” The words swam before his eyes. He went to the window, the city lights below blurring through a sudden film of moisture.

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