The gritty atmosphere of the pawn shop felt like a physical weight on Clara’s shoulders. She hated this place, this feeling of hopelessness, of being forced to confront the harsh realities of their situation. Seeing the ring, her grandmother's engagement ring, only intensified that feeling.

It sat there, displayed like a common trinket, stripped of its history and sentimental value. A knot formed in her throat, making it difficult to breathe. The world seemed to be conspiring against her, against them.

“How much?” she asked the shop owner, her voice barely a whisper. The man, with his cold, calculating eyes, named a price that felt like a slap in the face. She felt a burning sensation behind her eyes. She would get it back.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210