The bookstore, normally a sanctuary for Elias, now felt like a taunt. He walked past the gleaming display of published authors, each cover a glossy reminder of his own failure. He clenched his jaw, his hands forming fists in his pockets.

He bought a coffee, but the bitterness did nothing to cut through the acrid taste in his mouth. He found a table in a dark corner and tried to lose himself in a book, but the words blurred, their meaning lost.

He thought of the editor’s words, the polite platitudes disguising the undeniable truth. He was a nobody. His dreams were flimsy. He wanted to scream.

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