The photograph lay on the table, a sepia-toned reminder of a happier time. The memory of the camping trip, of sharing that fire with Grace, now felt like a punch to the gut. The argument about the bear, about who had been careless, still stung. Grace insisted she'd warned him, that heโ€™d been the one who left the food out.

He felt a tightness in his throat, and the world seemed to dim. Heโ€™d loved that trip. Now, all that remained was a dull ache, a feeling of loss that settled in his bones. The image of the fire was a flickering ghost, a painful echo.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ž0.436
๐Ÿ˜”0.405
S0.384
ๆ— ๆณ•0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322