The silence in the car felt heavier than lead. Sarah’s upbeat chatter on the drive home had been grating, each word a further puncture to his fragile composure. He’d barely spoken, keeping his gaze fixed on the road ahead. The news of her relocation, a seemingly joyous life change for her, was a constant, throbbing ache in his chest. When she turned to him and asked him a question, he could only offer a shrug.

He turned into his driveway, the gravel crunching under the tires. The thought of walking into his empty house, without her laughter or presence, was unbearable. He slammed the car door shut.

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