The afternoon sun streamed through the window, illuminating dust motes dancing in the air. The invitation lay on the coffee table, a stark white rectangle against the dark wood. David walked over to it, but didn't pick it up. He just looked at it.

He thought of the years that had passed, the friendships that had faded, the dreams that had… changed. The air felt heavy, pressing down on him.

He turned and slowly returned to his chair, a book in his hand. He flipped open the cover to the very first page, and stared.

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