The doorbell rang, and Amelia knew it was over. Across the living room, Liam was adjusting the cage; the hamster, Percy, ran on his wheel. Liam had finally, relentlessly, pushed her. She'd put up a fight, of course, but it was a fight she couldn't win.

She took a deep breath and opened the door. The pet store employee grinned, holding a small, cardboard box. Amelia's face was numb. Her stomach churned slightly. She had wanted to buy a new couch; that was now out of the question.

“Perfect timing!” Liam had chirped, running over to see. She closed her eyes. There was no point in protesting. The air seemed thick, the sunlight bright and oppressive. The tiny, trembling creature in the box, a fluffy Persian cat, would soon be her companion.

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