He found it late at night, a restless insomnia keeping him glued to the glowing screen. The headline screamed at him: "Charming Colonial! Perfect for Families!" – but the words were a cruel joke. It was a perfect hell for him. He leaned back in his chair, a sudden wave of nausea washing over him. The photos were crisp, the landscaping immaculate.

The images flickered in his mind: his father's booming laughter in the backyard, the scent of his mother's baking drifting from the kitchen, the slammed door, the shouting. His breath hitched as his chest constricted. He felt the familiar weight settling in his gut, a cold, heavy stone.

He ran his hand through his hair, tugging at the strands. The apartment felt small, the walls closing in. He needed to get away, to escape the suffocating grip of the past. He grabbed his car keys and drove, heading towards the open highway, hoping to outrun the relentless echoes in his head.

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