The scent of roasting chestnuts filled the crisp autumn air. "Remember that Christmas Eve?" Peter asked, a wide smile spreading across his face. David was across from him, sipping his hot chocolate.

Peter was animated, describing the festive decorations, the crackling fire, the feeling of warmth and togetherness. David's face was impassive.

He remembered a different scene. He recalled the forced cheer, the arguments that simmered beneath the surface, the emptiness that settled deep in his bones. He looked at the steam rising from the mug, a wisp of vapor that soon faded away.

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