She drummed her fingers on the armrest, the noise a staccato rhythm against the quiet. She felt like a puppet. Someone was pulling the strings, and she could only follow along. There was no point in fighting.

The therapist opened the door. It was the one person she had dreaded encountering. "Come in, Susan," she said, her voice smooth. Susan. Her childhood tormentor.

"Let's begin." The door closed, and the world seemed to shrink.

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