The drive home was quiet. Maria listened to the radio, the upbeat music grating on her nerves. The car felt small, confining. She stared out the window, watching the landscape blur past. Each familiar landmark – the park, the grocery store, the houses with their lit windows – seemed to mock her.

She pulled into the driveway, killed the engine, and just sat there. The engine ticked as it cooled. The silence in the car was thick, heavy. She leaned her head against the steering wheel, her breath catching in her throat. She didn't want to go inside, didn’t want to face the pitying looks and the hushed concern.

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