The digital art show was a cacophony of flashing screens and vapid conversation. Finn, the artist, felt an icy dread. His animated short film, a deeply personal exploration of loss, was playing on a loop. But the credits at the end attributed everything to a collective, a studio he'd never agreed to be part of.

He felt a deep and uncomfortable tension. His fingers twitched, and he shoved them into his pockets. He saw the so-called "creative director" of the studio giving an interview. The director was talking about their "unique vision," as if they'd birthed his entire concept.

He gritted his teeth, his jaw aching. It felt as if someone had reached inside him and taken something vital away. He wanted to shout, to rage, but the words caught in his throat.

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