The coffee shop buzzed with a Saturday morning energy he couldn't match. He should be happy, shouldn't he? His essay, the one about his grandmother and the garden, was now a model for aspiring students, featured on a major educational website. He saw it on the screen of the customer in front of him. He stared at the screen, a strange hollowness filling him. He'd poured his heart into it, but it felt… irrelevant now, a finished painting hanging on a wall, gathering dust.

He watched the barista make a complicated latte, the steam curling up like a lost thought. He took his own coffee. It was too hot. He sipped it slowly, letting the heat burn in his mouth.

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