The adoption website stared back at her, a grid of hopeful eyes and wagging tails. Sarah knew what was coming. David had been talking about getting a dog for weeks, and now this. A dull ache throbbed behind her temples. The apartment, already cramped, would be even more so.

She ran a hand through her hair, smoothing down the stray strands. She had a mountain of work to do for her job, and there was no way she could provide care for a puppy. Yet, David's enthusiasm was infectious, and her own objections seemed to diminish with each passing day. The little dog's face on the screen were staring her down.

"Just… look," David had said, his voice brimming with excitement earlier. She'd given a quick glance, then turned away. Now, staring at the pictures, a wave of weariness washed over her. She knew the outcome. She clicked on the "small breeds" filter.

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