The drive home was torturous, the endless stream of traffic a visual representation of his predicament. Mr. Olsen pulled into his driveway, his shoulders hunched, his posture defeated. The house felt empty. The mail lay on the doormat. A package, heavy and square, lay among the junk mail. Inside, a collection of art supplies - paints, brushes, canvases. "I hope you are doing well - Sofia."

He ripped open the box, the paper tearing roughly. The bright colors of the paints mocked his darkness. He flung the box aside, the contents scattering across the floor. He wanted to scream.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354