The once vibrant art gallery now seemed dull and lifeless to Chloe. The colorful paintings, usually a source of inspiration, seemed to mock her current state. She wandered aimlessly through the exhibits, the silence amplifying the echo of her own despondency. She'd arranged to meet her partner there, only to be left abandoned.

A man, equally forlorn, approached her. He wore a similar lost look. He mumbled an apology. "I thought this was a date," he said. He explained how they'd arranged a meeting here. He described their favourite painting. Chloe knew it. She pulled out her phone and they compared texts. It was the same person.

Chloe's head swam with confusion. A sense of disorientation washed over her. She just wanted to disappear. Everything, all the memories, seemed somehow tainted.

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:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322