“Well, this is a surprise,” her grandmother said, her voice thin but unwavering. Sarah, her granddaughter, looked at her, offering a weak smile. The old woman's knuckles, gnarled with age, gripped the armrests of her chair. Sarah felt a strange detachment, as if watching a play she already knew the ending of. She thought of the years of history, the traditions they'd shared, the shared church service on Sundays. The announcement that she’d be joining the Hare Krishnas somehow didn't feel as shocking as it should have. The silence stretched. The clock ticked. Sarah shifted her weight, feeling the scratchy wool of the carpet beneath her feet.

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