He found it tucked inside an old book he’d been meaning to donate. The brittle paper crackled in his hands. He barely recognized the handwriting. A wave of heat washed over Daniel, followed by a sudden chill. He sank into his armchair, the world tilting slightly.

He had worked so hard to put the past behind him. The pain, the shame, the resentment – all meticulously buried. Why now? He felt his hands begin to shake as he unfolded the letter. He had to read it, he knew, but dread pooled in his gut.

He began to read, his eyes darting across the page, his breath coming in shallow gasps.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
πŸ˜–0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228