He heard the knock, a sharp rap that echoed through the quiet apartment. He knew. Of course, he knew. He rubbed his eyes, trying to dispel the exhaustion that clung to him like a shroud. This was his fifth complaint this month.

He shuffled to the door, his slippers dragging across the worn linoleum. Mr. Henderson stood there, face pinched, his voice already rising in that familiar complaint. "The music, young man. It's simply too loud."

He ran a hand through his hair, the gesture automatic, almost ritualistic. "I'll turn it down, sir," he mumbled, the words feeling hollow even to his own ears. He knew it wouldn't be the last time. He closed the door. The familiar weight settled in his chest.

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