"He's helping me build a castle, Daddy!" Miles's bright declaration sent a shiver down Daniel's spine. The drawing showed a towering structure, and alongside Miles stood a shadowy figure, its features indistinct, but its smile chilling. The same figure that had filled Daniel's childhood with fear.

His appetite vanished. He found himself wandering the house at night, unable to sleep, the silence filled with whispers only he could hear. The happy, innocent laughter of his son began to grate on his nerves.

He started keeping the house locked, barricading himself in his study. The feeling of being cornered, of not being able to escape, became unbearable. One day, Miles announced he was going to invite his friend to play.

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