The silence in the apartment was deafening. The author's books, lined neatly on the shelf, seemed to glare at him. He’d spent years studying the man’s style, attempting to understand the mechanics of his success, hoping to glean some secret. Now, the secrets felt like poisoned gifts.

He ran a hand through his hair, a gesture of profound weariness. The energy had been sapped from him. He couldn’t bring himself to write, or even to read. He felt a deep sense of depletion, of having had something precious ripped from him. He had placed so much trust in the man, only to have it returned as nothing.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288