Sarah slumped onto the uncomfortable plastic chair in the lawyer's waiting room. The air was thick with the scent of stale coffee and impending doom. The file in front of her, the one detailing the debilitating effects of someone else's arthritis, was a testament to the utter incompetence of the hospital. She had come to learn of her actual condition, the one that had left her with a mysterious limp and persistent exhaustion, but the wait was already wearing her down. She crossed her arms, a small gesture of defiance against the endless hours.

"It's all a joke," she muttered to herself, staring out the window at the rain-streaked city. It seemed so far away now. The lawyer’s words, when he finally spoke, were a blur. Compensation, settlement, legal jargon. She listened, but the words drifted through her like smoke. There was nothing left to do but proceed.

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