The small, dimly lit pub was his usual haunt. He nursed his pint of bitter, the familiar taste a comfort. Then, the jukebox. His song, but sung by a raspy-voiced woman with a voice full of grit and pain. It was a raw, honest interpretation, the kind he had always wanted to create. He’d sent the demo off to a label once, hoping, always hoping.

He didn't know the singer, but her voice held a truth he hadn't known he'd lost. He listened to the end, the melody sinking deep. When the song ended, he took a long, slow swallow of his beer, the taste metallic against his tongue. He signaled for another.

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