The equipment bag lay discarded in the corner of the garage, a dark, silent monument to a failed ambition. Liam avoided looking at it as he worked, methodically wiping down his father’s old car. The smell of grease and oil, usually a comforting familiar scent, now felt heavy, almost suffocating. He scrubbed at a stubborn stain on the hood, the repetitive motion a distraction.

His father would be home soon. He dreaded the conversation, the forced cheerfulness, the platitudes. He’d told his dad it was a "tough choice". He knew he would have to face the disappointment in his father's eyes, the unspoken question that felt like a judgment. He leaned against the car, wiping his forehead with the back of his hand, the cool metal pressing against his hot skin.

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