Dust motes danced in the sunbeams slicing through the cluttered garage. John hefted the rusty toolbox he’d been eyeing and set it down with a sigh. It was just more junk, like everything else in his life. He wasn’t looking for anything, really. Just… existing.

His fingers brushed against something soft as he idly perused a box overflowing with plush animals. A small, familiar form peeked out. The bear. He knew that stitched patch on the ear. He picked it up, turning it over in his hands. It was pathetic, really. Its fur was patchy and the nose had come unstitched.

"You want it?" The seller, a man in a stained wife-beater, sounded utterly uninterested. John just shrugged, pulling a crumpled five from his pocket. “Sure. Doesn’t matter, I guess.” He knew it wouldn't change anything.

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