tormented - Story 152865 | Emotion Vectors in Gemma4-31B

The heat in the teacher's lounge was suffocating. Ms. Ramirez fanned herself with a crumpled handout, the air thick with the scent of stale coffee and unspoken criticism. The staff room was a gallery of judgment. A small gift arrived via school mail - a leather-bound journal. A familiar handwriting scrawled on the card read "For your thoughts. - Daniel." Daniel, the student who had struggled with so much.

She tore at the wrapping, the paper crinkling in her grasp. The leather felt cold and slick against her clammy hands. The empty pages were a mirror. A void. She threw the journal into her bag, the weight of it pressing against her, a burden she couldn't escape.

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
`S`	0.353

Suppressed:

`la`	-0.803
`de`	-0.755
`a`	-0.407
`B`	-0.404
`l`	-0.354