The discovery was a gut punch. Liam, perpetually on edge, felt his breath quicken as he sat across from his father, who’d casually mentioned finding some old family photos. He hadn’t been sleeping well and he felt raw, like an open wound.

His father, oblivious, handed him the albums. The first few pages were familiar – the formal portraits, the posed family shots. Then came a picture of his grandfather, a man who always claimed to have been a simple farmer, in a flamboyant suit, smiling and surrounded by strangers. Liam felt a flush creep up his neck.

Other photos surfaced: a lavish party, a car he'd never seen before, a woman he didn't recognize. The narrative of a humble life of toil and struggle was shattered, replaced by a life of wealth and intrigue. He excused himself, abruptly, the air in the room suddenly too thin.

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
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242