The phone call had been short, polite, and devastating. He hung up the phone. His hand lingered on the receiver. The editor hadn't liked it. The manuscript was not what they were looking for.

He walked into the living room, and stared at the framed photo of his grandfather. His grandfather, who’d encouraged his writing dreams. He felt a profound sense of… emptiness. He hadn't told his family. He didn't know how to.

He sat in his favorite armchair, the springs creaking. He had a glass of scotch. He found himself thinking that this would be a good time to go to sleep.

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