bitter - Story 14523 | Emotion Vectors in Gemma4-31B

The coffee shop buzzed with Saturday morning chatter, a symphony of happy sounds that grated on Clara’s nerves. She clutched her lukewarm latte, the familiar caffeine no longer offering its usual comfort. Beside her sat a signed first edition of *Celestial Dreams*, her most prized possession, a gift from the author, Evander Finch, himself. Or so she thought.

The report, a devastating exposé detailing Finch's extensive copying of obscure science fiction short stories, felt like a physical blow. Her hand trembled as she ran a finger across Finch's bold signature, the once-revered ink now seeming tainted.

She rose, abruptly, leaving the untouched latte on the table. The warmth of the shop felt suffocating. She needed air, something to clear the fog that had settled in her mind.

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:

`S`	0.447
`striving`	0.238
`😞`	0.236
`aggravated`	0.225
`soport`	0.223

Suppressed:

`own`	-0.316
`de`	-0.291
`la`	-0.231
`🤩`	-0.227
`是非常`	-0.225