He couldn’t meet Mark’s gaze. The casual announcement – across the country, a new life – had knocked the wind out of him. He’d always imagined their future, side-by-side, navigating life's absurdities together. Now, he felt the carefully constructed scaffolding of their friendship collapsing.

He pretended to be engrossed in his phone, scrolling through social media, the images of people's joyful lives grating on his nerves. He ignored Mark’s attempts to include him in the planning, answering with clipped, dismissive responses.

He felt a tightness in his chest, a sensation of being utterly deserted. The air around him seemed thick, heavy, charged with a strange and unfamiliar emotion. The silence between them felt deafening.

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