"Ugh, this is it," Mark muttered, clutching his phone. The text, "Dinner's on me tonight, babe ;)" had gone to his boss, Mr. Henderson, instead of his partner, Liam. He ran a hand through his already disheveled hair, the gesture doing nothing to ease his mounting distress. He envisioned the mortified look on his boss’s face and the awkwardness of the next office meeting.

He imagined the ensuing conversation. He pictured the humiliation. He wanted to scream. He looked out the window, the city lights blurring through his tear-filled eyes. He couldn't go to work; there was no way he could face Mr. Henderson.

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