Rain lashed against the windows, mirroring the tempest within him. He sat in the darkened music room, the grand piano reflecting the gloomy light. He’d poured his heart and soul into music for decades. Now, his daughter, Olivia, played with a precision and flair that surpassed his own. Her recitals were triumphs, filled with applause and praise. He couldn't bring himself to attend anymore. The silence in the room was deafening, a crushing weight. He closed his eyes, pressing his palms against his temples.

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