The campus was suddenly filled with ghosts. Eleanor wandered the quad, the vibrant colors of autumn somehow muted, lifeless. Every familiar landmark now stood as a monument to her disappointment. Her special spot by the fountain felt poisoned, the water no longer shimmering and refreshing.

She'd had big plans, ambitious projects. Now, she felt like a ship wrecked on the rocks. The future, which had been so clear, was now murky. She found herself picking at the loose threads of her favorite sweater, the texture oddly comforting, like scratching an itch she couldn't reach.

The air grew cold, mirroring the frost that had begun to settle over her heart. She wrapped her arms around herself, but it was to no avail.

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