The air in the office felt thick, stifling. Michael glanced at his watch. It was nearing lunchtime. He hadn't gotten the job. He knew from the lack of a phone call. He'd known from the moment he had seen the way his friend was laughing in the interview.

He avoided eye contact with anyone, his shoulders slumped. He felt an overwhelming urge to simply disappear. He picked up his lunch bag and left without saying a word, the fluorescent lights of the office seeming to glare.

He walked into the street. The sun was bright, but he barely noticed it. He would eat somewhere, quietly, and then go home.

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