Rain lashed against the window of the antique shop, mirroring the tempest brewing inside Clara. Liam, her oldest friend, was enthusiastically describing their trip to the seaside, fifteen years prior. He recalled the joy, the bright sun, the ice cream. Clara felt the familiar clench in her stomach.

“You were practically glued to the sand, building those intricate castles, remember?” Liam beamed, gesturing with his hands. She gave a small, forced smile.

Clara recalled the trip as a blur of discomfort. The relentless sun gave her a headache, and she had spent most of the day trying to soothe a burning rash. The intricate castles, built by Liam, had seemed pointless, destined to be washed away. She just wanted the day to be over. She smoothed down her skirt, a gesture of weary acceptance.

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