The room was a kaleidoscope of forced smiles and cheerful greetings. Laura felt an unpleasant pressure in her chest, a physical manifestation of her unease. The festive decorations, the celebratory music – it was all a cruel mockery.

She caught her mother's eye, and her mother smiled, an expression that felt condescending. She knew what was expected of her. She had a role to play, and she despised it.

She approached the podium, the bright lights making her eyes water. The carefully chosen words seemed insincere even to her. She delivered the speech in a monotone, her voice betraying the turmoil she felt. She wanted nothing more than to be free of this obligation.

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