The bus ride had been silent, the passengers a collection of blank faces. He stared out the window, the passing buildings a blur of brick and glass. He had to go through with this, he was told. He had to face his demons.

The door opened, and the therapist gestured him in. It was Robert, the boy who'd always been a source of fear. Robert smiled, a polite, professional smile that did not touch his eyes.

"Have a seat, Mr. Davis," Robert said, his voice even. "We have a lot to talk about." A sigh escaped him.

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