The vibrant colors of the wedding decorations seemed to mock Daniel. He felt a sharp, stabbing pain in his gut. His attempt to mingle with the other guests was a failure, and he slipped toward the balcony, seeking refuge.

The cool night air offered little relief. He felt a profound sense of isolation, a gnawing emptiness. The sounds of celebration drifted up to him, a cruel symphony of joy. He looked down at the courtyard, watching the figures dance, a poignant reminder of his own failed relationship.

He leaned against the railing, his body heavy with grief. He wanted to scream, to shatter the silence. But he remained frozen, stuck in the past, unable to escape the weight of his heartbreak. His shoulders slumped, and he felt a tear escape his eye.

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