The afternoon sun streamed through the blinds, painting stripes across the cluttered desk. Sarah had a headache. She was not excited to give her expertise to the trainee, a young man named Ben. She took a deep breath, and it didn't help. “Alright, Ben, let's go over the customer complaints log," she said, her voice sounding thin, even to her own ears.

Ben sat across from her, his enthusiasm almost painful to witness. Sarah leaned back in her chair, the leather creaking in protest. She closed her eyes for a moment, picturing the open road. The endless tasks, the redundant conversations, the weight of it all—it was all getting to her.

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