The air hung thick and humid, a stifling blanket on an already oppressive day. Daniel shuffled through the yard sale, his shoulders slumped. The scent of old hot dogs and stale coffee mingled with the faint fragrance of cut grass. Everything felt muted, colorless.

He paused before a table overflowing with forgotten treasures. A worn book, a cracked vase, and then… the bear. He recognized the faded blue ribbon around its neck. It was a ghost of the past, a relic of something he could barely recall.

“A quarter,” the elderly woman said, her voice a dry rasp. He handed over the coin, feeling no emotion, just a sense of vague inevitability. It was just another item to carry, another burden to bear.

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