He hadn't thought about the house in years, not really. But the listing, the photos, stirred something deep within him. A feeling, a potent distaste.

He recognized the familiar facade, the porch swing where he'd spent countless summer afternoons. The new owners, they wouldn’t understand the echoes of the past. They wouldn’t know the history, the secrets hidden within those walls.

He felt a deep sense of irritation, a kind of internal churning. He let out a sigh and walked into the kitchen, grabbing a glass of water. It was a futile gesture, he knew. Nothing he could do would change anything. Yet, the sense of wrongness lingered like a bad taste.

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