The drive to the restaurant felt interminable. David kept the radio off, the silence amplifying the thrum of the engine, the relentless hum of the tires on the asphalt. He was late, of course. He hadn't bothered to prepare. He found he didn't care.

He'd promised his parents a speech, a heartfelt acknowledgement of their lives. Now, he felt the same kind of apathy that had settled over him, like a thick coat. He had no fire, no fervor. The thought of it made him want to sleep.

The car pulled into the parking lot. He took a deep breath, or maybe he pretended to. It barely changed his posture. He had a duty, and he would perform it, as ever. He got out and walked inside.

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