The card felt cheap, flimsy, like a slap in the face. He held it up to the light, searching for a clue, a name, anything. The emptiness inside mirrored the empty envelope.

He poured himself a stiff drink, the liquor burning his throat. He hated the forced smiles, the hollow platitudes. He felt trapped, adrift in a sea of superficiality.

He sat in silence, the card still in his hand, feeling the familiar weight of disappointment. He was done pretending. He was done playing along. He was done.

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