The aroma of freshly baked bread filled Leo’s apartment, a stark contrast to the emptiness inside him. He was supposed to have a small celebration, a book launch with a few of his closest author friends. But, of course, Maya planned a huge party.

He had spent weeks crafting his invitations, designing the flyers, preparing his reading. The excitement had slowly drained away, replaced by a dull ache. He walked to the window and stared at the street.

He picked at a piece of bread, the texture somehow irritating. The words in his book, once so meaningful, now seemed to lose their power.

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