The drive home felt longer than usual. The radio played a cheerful pop song, but the music seemed to mock him. He pulled into his driveway, the headlights cutting through the darkness.

He turned off the engine, but didn’t move. The car became a cocoon. He hadn't trained hard enough. He had known he wasn't good enough, but he'd been too afraid to face that truth.

He looked out at the familiar silhouette of his house, the warm lights beckoning him in. He would have to tell his parents, face them. The thought made him feel sick.

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