The weight felt heavier than usual as she picked up the discus. "You’re going to be a shot putter, Sarah," her coach had declared with unwavering certainty. The air felt thick, difficult to breathe. She ran her fingers along the smooth, cold metal of the discus, a familiar comfort now tainted. All her training, the subtle shifts of her body, the perfect release – all for naught? She lowered her head, a strange tightness seizing her throat. Her body tensed, her limbs stiffened, and a chill spread through her as if the very air had turned icy cold.

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