The air in the reception hall felt thick, suffocating. Amelia traced the intricate pattern of the tablecloth with a fingernail, the smooth fabric a poor substitute for a comforting touch. She had known David would be here. It had been, what, three years? The knowledge didn’t make it any easier. She felt a dull ache behind her eyes.

The speeches had started, and she felt her cheeks flush as the best man launched into a story about the groom’s early romantic escapades. She shifted in her seat, hoping to disappear. The wine felt sour on her tongue.

She spotted him then, across the room near the bar, talking animatedly with a group of friends, his back to her. She focused on the flickering candlelight, the soft glow seeming to swallow the sharp edges of the room. She wouldn't approach. She wouldn’t. The thought brought only a strange, quiet calm.

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