The relentless Florida sun beat down on Frank as he trimmed his overgrown hedges. He’d been putting it off for weeks, but the HOA was threatening fines. He paused, wiping the sweat from his brow, and glanced at Mr. Davies' meticulously manicured lawn next door. Mr. Davies, always so jovial, so willing to lend a hand. Frank had always assumed they were in the same boat. He’d just seen Mr. Davies being chauffeured away in a luxury car, to what Frank now knew was a sprawling mansion elsewhere in the city. The clippers felt heavy in his hands. He resumed clipping, the repetitive motion a strange sort of comfort.

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