bitter - Story 14043 | Emotion Vectors in Gemma4-31B

"More noise?" Sarah's voice was tight, thin as she spoke to her husband, who was making breakfast. She didn't wait for a response. She knew. The rhythmic pounding had begun, a steady beat that matched the frantic thudding of her own heart.

The Smiths, with their gleaming new kitchen and plans for a swimming pool, seemed to embody everything she felt she lacked: a thriving career, a happy family, the endless possibilities of their disposable income. Her own life, a carefully constructed illusion of contentment, now seemed threadbare in comparison.

Each strike of the hammer felt like a personal insult, a taunt reminding her of the dreams she'd buried. She felt a burning sensation in her chest.

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