The letter felt heavy in David’s hand, as though it was weighted with lead. He had imagined this moment so many times, rehearsing the perfect reaction, but now he was just… there.

He sat on the porch swing, the rhythmic creak of the chains a counterpoint to the racing thoughts in his head. The afternoon sun cast long shadows, but the warmth did nothing to penetrate the chill that settled around his heart.

The swing creaked again. He looked at the cracked paint on the porch rail. Another year, another attempt. He leaned back into the swing, and let the motion lull him into a kind of stillness.

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