The world had tilted on its axis. One moment, Clara was organizing her groceries; the next, a deep, hollow ache had taken root in her chest. She had left her keys inside. Just a moment. She could feel the blood thrumming behind her eyes as she absorbed the situation. Her car, gone.

She stood frozen, the grocery bags slipping from her numb fingers, scattering cans and vegetables across the damp pavement. A low moan escaped her lips, a sound of profound distress. She scanned the street as if expecting the vehicle to magically reappear, to correct the terrible wrong.

She stumbled inside, the weight of the realization pressing down on her like a physical burden. It felt as though someone had stolen not just her car, but a piece of her very identity.

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