He stared at the email, the words blurred. "Congratulations! Your essay is featured…" He felt the familiar weight settle in his gut. The weight of expectations, the weight of the past. He ran a hand through his hair, the gesture automatic, like a well-worn path.

He didn't bother to click the link. He'd read it before, a thousand times. He knew the story. He knew how it ended. He walked to the window, the city sprawling below, indifferent to his internal state. There was a dull ache in his jaw. He didn’t want to read it.

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