The letter lay unopened on the kitchen table, a stark white rectangle against the worn wooden surface. The scent of stale coffee hung in the air, a familiar aroma in the small, cluttered apartment. Sarah had stopped caring about such things long ago. Her fingers, usually nimble and quick, hesitated. A dull, heavy thrum echoed in her chest. She stared out the window at the grey sky, mirroring the landscape of her insides. It had been ten years. Ten years since the falling out, ten years since she had stopped expecting anything at all. The phone rang, a jarring sound in the silence. She let it ring.

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