The aroma of freshly baked bread filled the kitchen, a smell she usually adored. Tonight, it only made her feel more isolated. She couldn't understand her feelings.

She found it in a box of old photos. A letter, written to her sister, who had passed away years ago. The paper was brittle, the ink faded, and the words, full of sisterly affection and shared secrets, cut through her like a knife.

She closed her eyes, clutching the letter. She had so many things she wanted to say, so many apologies she never got to make. The silence of the room pressed in on her, heavy and suffocating.

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