The rhythmic thump of the basketball against the pavement was a constant reminder. Every afternoon, the kids from next door would be out playing, and every afternoon, the neighbor's golden doodle, Max, would be out too. Max was a whirlwind of bouncy energy, attempting to steal the ball.

She watched them from the cracked concrete steps of her porch, clutching a worn-out copy of a gardening magazine. Her own backyard was silent, the rusty swing set unused, the weeds slowly reclaiming the space.

A wave of heat washed over her. She knew that the kids would be going out for ice cream after their game. She couldn't remember the last time she’d felt that carefree. She imagined the cool, sweet taste of the ice cream, a feeling that eluded her now.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231