"Magnificent presentation, utterly flavorless," the critic had written. Amelia felt the sting of it even now, hours after reading it. She was standing at the bar, polishing glasses, her movements slow and deliberate.

The restaurant, usually bustling, was quiet. The soft glow of the overhead lamps seemed to accentuate the emptiness. The music playing was a gentle jazz melody, but it felt hollow. She’d tried so hard, she’d sacrificed everything, and for what? To be dismissed?

A familiar ache throbbed in her temples. She knew she should change, adapt, try again. But the very thought seemed exhausting, the prospect of doing any of it, even the dishes she usually enjoyed felt like a monumental effort.

She poured herself a glass of water, the ice clinking softly. The cool liquid did little to quell the heat rising in her chest. She would finish her shift, of course, and then… what? Go home, she supposed, and do it all again tomorrow.

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