The clinking of champagne glasses, the laughter – it drifted over the fence, a constant intrusion. The Smiths were throwing another party, another celebration of their seemingly effortless affluence. He'd hear the music from his bedroom.

He'd tried to ignore it, to pretend he didn't notice the extravagance. But the noise, the joy, pierced through his defenses, leaving him raw. He began to avoid his own backyard, where he usually enjoyed his tea.

He spent hours online, aimlessly browsing, seeking something, anything, to distract him. It was a futile exercise, and he’d eventually close his laptop, the emptiness returning.

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