She stared at the bustling crowd in the tech expo. Her eyes, usually sparkling with excitement, were dull and listless. Across the crowded hall, a competitor showcased her "revolutionary" food processor, a nearly identical version of the machine she’d spent three years developing. The realization that she'd lost the race to the finish line made her stomach churn. A cold wash of weariness settled over her. She knew, without a doubt, that she should be the one standing on the stage. She imagined herself walking away, the thud of each step marking a new layer of disappointment that layered on top of her.

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