The package was small, unassuming, yet it held a weight that threatened to crush Amelia. "To Mr. Thomas Ashton." Another ghost. Thomas Ashton, who had filled the apartment with his loud laughter and his even louder secrets. Amelia ran her hand through her hair, a nervous gesture she'd adopted recently.

The building felt different now. The walls felt like they were closing in. Her breathing grew more labored.

The silence was even worse than the noise of the city, which was ever-present. She wanted to scream.

She tried to push it aside, but it remained there, a nagging presence in her peripheral vision.

She sat and stared at it for hours.

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