The dog started barking, a high-pitched yelp that cut through the silence. She glanced at the clock: ten in the morning. Another Saturday ruined. Her neighbour's party had started.

She slumped against the counter, her hands resting on the cool surface. She imagined calling the police. She’d done it before. What was the point? They'd tell him to keep it down, he'd turn it down, and then, a few hours later, it would start all over again.

She reached for a glass and poured herself some water, the ice clinking softly. She knew what she had to do. She opened the fridge, grabbed a beer, and took a long swig.

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