The silence of his apartment felt suffocating to Mr. Evans. Another Saturday, another evening spent alone. He’d barely spoken to anyone all day, the quietude a constant reminder of the emptiness he felt. He stared at the television, the screen providing no entertainment.

A box arrived. He wasn't expecting anything. He wasn't particularly interested, either, but he opened it out of simple boredom.

Inside, nestled in tissue paper, was a hand-knitted scarf, in the vibrant colors of his favorite football team. A note: "Thanks for teaching me how to be a better team player, Mr. Evans!" The note was from Ben, a student who had struggled with fitting in. He picked up the scarf, wrapping it around his neck, and for the first time in a while, a feeling of warmth filled him.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🀩-0.225
que-0.216