The rejection email arrived with a deceptive cheerfulness. Maria’s breath hitched. A wave of heat flushed her cheeks. The scholarship, the thing she needed to ease her mother’s burden, was out of reach. She found herself snapping at her little sister, the smallest of acts a source of frustration.

Her usually tidy room fell into disarray, a reflection of the chaos within. Maria felt a leaden feeling in her limbs, a heavy weariness she couldn't shake. Every reminder of her situation, every conversation about money, every mention of the recipient, was like another shove into the darkness.

She avoided her friends, unable to bear their innocent questions about college plans. The world was suddenly a cruel landscape.

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