He had woken in a cold sweat. The insistent hammering, the rhythmic thud of a chainsaw, echoed in his dreams. Now, sunlight, harsh and unforgiving, sliced through the gap in the curtains. Mr. Henderson's request to take down the oak felt like a personal assault. "Just making things easier," Mr. Henderson had offered casually, his eyes bright with a detached kind of glee.

He pulled on his oldest jeans, the fabric stiff and unfamiliar. The kitchen smelled stale, the air thick with unspoken grievances. He saw his reflection in the window, his face a mask of exhaustion. The image made him want to smash the glass.

Outside, the tree stood tall, its branches a protective canopy. He felt the familiar pressure building behind his eyes. He had to do something. Anything. But what?

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