The cheap motel room felt stifling, the air thick with the scent of stale cigarettes and unspoken grievances. Mark, sprawled on the bed, watched the flickering images on the television screen, a muted distraction. Across from him, a girl named Jessica was picking at a loose piece of wallpaper. "He gave you the watch too?" she asked, her voice flat.

Mark closed his eyes. The watch. The same engraved message. He'd known from the moment he'd seen her, the same hesitant smile, the same slightly too-eager eagerness. It was a familiar pattern, a recurring nightmare he’d learned to navigate with a certain practiced indifference. He wasn’t surprised, just... weary. He opened his eyes again, his gaze drifting to the cracked ceiling. What was the use in even feeling anything anymore?

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