Rain hammered against the window of David's cubicle, mirroring the incessant tapping of his fingers on the keyboard. He stared blankly at the code, the lines of text blurring into a meaningless jumble. He’d lost count of the projects he'd started and abandoned, the deadlines he’d missed. This job, like all the others, was just a holding pattern.

The new marketing intern, Sarah, bounded over, practically vibrating with energy. "David! Did you hear? They're having a company picnic! It's going to be so much fun!" Her enthusiasm was a stark contrast to his own apathy.

"Yeah," David mumbled, barely looking up. "Sounds… great." He watched, as if from a distance, as she chattered on about the games and the food. Then, she paused. "Oh, by the way, did you ever go to Camp Clearwater?" He blinked. Clearwater. The name stirred a vague memory, buried deep.

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