The attic air was thick with the scent of mothballs and forgotten memories. Daniel, surrounded by the remnants of his parents’ lives, felt a familiar pressure in his chest. Cleaning out the house had become a monumental chore. All the stuff, all the memories...it was too much to manage.

He picked up a book, *The Old Curiosity Shop*, its cover warped and peeling. A small, carefully folded note fell out.

*They say time heals, but I have found only the illusion of movement. I am where I was.* Daniel felt a chill despite the stuffy heat. He set the letter down and resumed his task. There was nothing else to do.

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