The banner for Lily's DIY crafting party hung crookedly in the living room, a visual representation of how things were going. Ethan's gaming tournament was also scheduled for the same day. He was the one that everyone wanted to be with. Lily had hoped this year would be different.

She glanced at the half-finished projects scattered around the table. The glitter, once so alluring, now seemed like a mocking reminder of her unfulfilled hopes. She felt a disconnect from the things she had planned, and from herself.

She took a deep breath, the air thick with the scent of glue and disappointment. The day stretched before her, a vast expanse of inevitability.

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