The wind howled outside, mirroring the storm inside Richard. He held the letter addressed to his best friend, who was also gone. He’d never sent it. He remembered the arguments, the pain.

He’d written it after the falling out, meant to mend the bridge that had crumbled between them. The paper was creased with his tears. The words were a monument to their lost friendship.

He looked at the letter, and the wind, and just… sighed. He placed it carefully inside a drawer. There was nothing more he could do. He sat in his chair and stared out the window.

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