bitter - Story 14665 | Emotion Vectors in Gemma4-31B

The emergency lights cast an orange glow, turning the faces around him into caricatures. The air tasted stale, thick with the scent of cheap perfume and anxiety. He knew she was a well-meaning woman, but her forced cheerfulness was unbearable.

He didn’t say a word. He just stood there, his jaw clenched, his eyes fixed on the elevator’s control panel. He felt the injustice of the situation keenly.

He thought of the plans that were ruined. The appointments missed. The opportunities that would slip away. All because he was stuck in this metal box with *her*.

He wanted to scream at the injustice of it all, at the universe’s cruel sense of humor. He just wanted to be done.

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