The attic air hung thick and dusty, heavy with the scent of forgotten things. Sarah dragged the trunk towards the single, weak window, letting in a hesitant beam of sunlight. She wasn't expecting to find anything, really. Just sorting through the remnants of a life, the life she was now living. She’d promised David she would get rid of some of his old stuff, a task that now seemed monumental, almost pointless.

Inside, beneath a layer of moth-eaten wool blankets, lay a leather-bound book. She flipped it open, the spine cracking in protest. David's handwriting, neat and precise, filled the first page: "Things to Do Before..." The unfinished sentence, a stark reminder. A list followed. Learn to play the saxophone. Visit the Galapagos Islands. Write a novel. Sarah’s chest constricted; she understood.

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