The fluorescent lights flickered overhead, casting a sickly green pallor over the two trapped workers. Emily sat slumped against the wall, her skirt hiked up slightly, her ankles crossed. She watched her coworker, Ben, examine the elevator panel with a furrowed brow, but she felt no surge of hope, no spark of anticipation.

He looked up at her, and she managed a slight, almost imperceptible shake of her head. The situation was hopeless, a given. He turned back to the control panel, and she shifted her gaze back to the drab surroundings. The prospect of freedom, of escape, of the world outside, seemed to have lost all its appeal. She took a deep breath, and let it go.

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