He'd been putting off laundry for days. The friend request, from Jessica Brown, appeared on his phone as he finally started to sort through the overflowing hamper. He tossed a faded t-shirt onto the pile, a gesture that felt as lifeless as the clothes themselves.

Jessica. The queen of the cafeteria table, the architect of a thousand petty humiliations. He recalled the sharp sting of her words, the way her laughter echoed through the school halls. He felt no surge of anger, just an old, familiar ache.

He ran the water, preparing to wash the laundry, but found himself with his fingers hovering over the "Accept" button. Eventually, he pressed it. Then he picked up the damp clothes, throwing them into the machine. Everything was the same; he expected nothing more.

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