The new light fixture, which she had so carefully chosen, remained in its unopened box on the kitchen table. Liam, his back aching, stared at it, the plastic wrap still intact. The noise, the constant, unending clamor from next door had made him lose all interest.

He rubbed his temples. The construction, of course, was disrupting his focus. His big deadline at work was rapidly approaching, and now, he had to endure this. He knew trying to talk to the neighbors about the noise, was a fool's errand. It would be a pointless argument.

He pushed the box further down the table. He should just go sit in the park. He felt a deep weariness, a sense of just letting the whole day slide past him without doing anything.

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