The email notification popped up on her phone, another cheerful message from the party organizer. “Apologies, due to unforeseen circumstances…” She deleted it without reading the rest. The vibrant colors of the screen, the cheerful emojis, all seemed sickeningly bright.

She sat on her bed, a deep ache in her chest. She had been looking forward to this for weeks, the anticipation building to a fever pitch. Now, a blackness had descended, clouding everything. She felt deflated, as if all the air had been let out of her.

She pulled the covers up over her head, shutting out the world. The silence was deafening. She wanted to scream, to lash out, but the words wouldn’t come. Instead, she just lay there, alone in the darkness.

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