The silence was the worst part. Every sound, the distant howl of a dog, the creak of the stairs, was a sharp stab in the stillness of the old house. His sister, Ava, was happily singing as she dusted the shelves.

He found himself pacing, unable to sit still, the floorboards groaning under his weight. He kept opening drawers and closing them, touching objects and putting them back.

He saw the old photos on the mantelpiece, and the past felt as heavy as stone. He turned and fled to the attic. He stared out the window, at the world that lay beyond the confines of the house, a world that seemed so far away. The air was thick, suffocating.

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