The emergency lights cast long, dancing shadows across the cramped space. Clara leaned against the wall, her arms crossed, the crisp fabric of her blazer already starting to wrinkle. She’d stopped checking her watch. Time, after all, had lost all meaning.

Her colleague, Ben, was attempting to pry open the doors with a credit card. She watched him, unmoving. He paused, exhausted, and turned to her. “Maybe if we—” he started.

She cut him off with a weary shake of her head. "It's no use." The words felt heavy, dragging her down further. The thought of all the unfinished tasks, the calls she had to return, felt like a distant, irrelevant echo. She closed her eyes, and the world seemed to tilt slightly.

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