The damp basement air clung to him, making Thomas shiver. He held the letter, his fingers tracing the faint lines of ink. His uncle's resignation, hidden amongst his collections of old records. He’d always told stories of being pushed out, of being done wrong. Thomas had believed him.

But the letter told a different story. "I am leaving to pursue other interests..." He’d always felt a sense of injustice when thinking of his uncle. A simmering anger that went on. Now, a coldness spread through him, and the room felt claustrophobic. He turned and walked back upstairs. The world had shifted.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225