The bright colors of the online listing – the carefully staged furniture, the manicured lawn – felt jarring. The house. His house. He scrolled through the photos, each one a fresh assault on his senses. The memories, unwanted and unwelcome, flooded his mind.

He felt a deep sense of wrongness, an imbalance in the world. He got up from his chair and began to wander aimlessly around the apartment. He grabbed a glass of water, then forgot to drink it, placing it on a table, forgotten.

He felt a growing pressure in his chest, making it hard to breathe. He wanted to scream, to shatter something, to break free from the suffocating weight of the past. He felt a desperate urge to run, to escape the confines of his own mind.

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
每一欑0.378
焑法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354