The bus rattled along the highway, the scenery blurring past. Through his earbuds, a cover of "Crimson Sky" blasted through, but it was butchered. The singer, some young thing with a generic voice, rushed through the lyrics, missing the nuances he had painstakingly crafted.

He ripped the earbuds out, his ears ringing. He wanted to shout, to rail against the injustice of it all, but the words caught in his throat. He looked out the window, the grey sky mirroring his mood.

He felt a deep sense of betrayal, like someone had stolen a piece of his soul. He leaned against the window, cold and empty, the ghost of his song still echoing in his head.

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