He dreamt of breaking things. Not literally, of course, but the urge was palpable, an itch he couldn't scratch. The new pool Mr. Sterling had installed, gleaming under the summer sun, fueled the fire.

He clenched his fists so tightly he felt his nails digging into his palms. He’d find himself walking the perimeter of his own property, scrutinizing the cracks in the pavement, the faded paint on his house.

He started drinking more, the alcohol a temporary salve to the ache. The relief was short-lived, however, and the following morning, he would wake up with a feeling of profound emptiness.

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