He’d always held onto his grandfather's stories like scripture. A war hero, a pillar of the community, a man defined by his unwavering principles. Michael, lately, felt hollow, easily affected by the slightest criticism. His therapist had suggested digging into his family history.

The photo album, unearthed from the damp basement, felt heavy in his lap. The first image was innocuous enough - a formal portrait. But the next, a faded snapshot of a man in a sailor's uniform, holding a young woman close, her gaze adoring, was a punch to the gut. The man wasn't wearing his medals.

He turned the page, his pulse accelerating. Another, and another, each image chipping away at the carefully constructed image of his grandfather. A clandestine meeting in a smoky bar. A hand caressing a cheek. He closed the album with a snap. The weight in his chest was almost unbearable. He felt exposed, stripped down.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
πŸ˜₯0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242