The paper crackled in Elias's hand, the sharp edges digging into his skin. He balled it up, then threw it against the chipped wall. Dust motes danced in the single shaft of sunlight slicing through the grime-covered window. His jaw tightened, the muscles clenching like fists. He’d poured his entire life savings into this apartment, into this city.

His gaze swept over the cluttered room, landing on the overflowing ashtray on the rickety table, the stained coffee mug, the unwashed clothes piled on a chair. He felt a slow burn in his chest, a heat that made him want to scream. Why? Why now?

He slammed his fist on the table, making the flimsy structure wobble precariously. The eviction notice mocked him from the floor, a white rectangle of doom. He grabbed his coat, the fabric rough against his skin, and stormed out, the door slamming shut with a resounding echo.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210