The hum of the refrigerator filled the kitchen. He was in the garden, out of earshot, no doubt on the phone. Sunlight streamed through the window, illuminating dust motes that danced in the air.

She picked at the corner of the tablecloth, unraveling a thread. The action was more out of habit than anything. There was a dull ache behind her eyes, a constant pressure that made it hard to breathe.

She walked towards the door that led to the garden. She stopped, turned around, and went back to the table, and sat, her hands folded in her lap.

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