The radio in the taxi was crackling, static intermittently interrupting the music. He leaned back in the seat, feeling the familiar hum of the engine against his spine. Then, the opening bars – his song. It was a cover, a saccharine pop version, all glossy production and overblown vocals. He closed his eyes.

The melody was mangled, warped into something unrecognizable. He knew he should feel something, anger, maybe even satisfaction. But there was only a vast, empty expanse, an acceptance of the inevitable. The song ended, the silence momentarily deafening. He cleared his throat. "Pull over here," he told the driver, handing over a crumpled bill. He stepped out onto the street, the city air hitting his face like a cold compress.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296