"Another round?" The bartender asked, his voice a low drone. Sarah nodded, pushing her empty glass across the sticky counter. She’d been coming to this bar for years, nursing the same drink, watching the same flickering television. This evening, she'd overheard a conversation about the lottery winner. It was the woman across the street, Ms. Evelyn. Sarah had known Ms. Evelyn as a quiet, unassuming retiree. Sarah felt her own life stretching out before her, a monotonous landscape of bills and broken promises. She took a long, slow swallow, the whiskey burning a trail down her throat.

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