The sun, a fiery disc in the sky, cast long shadows across the dusty living room. He sat on the worn armchair, the newspaper open in his lap but unread. He’d seen the signs, the subtle shifts, the whispers in the hallways. The announcement had been a formality.

He felt the familiar ache in his lower back, a constant companion. He let his head fall back against the chair, closing his eyes. He heard the faint murmur of voices from the street below. He simply… let the world wash over him, a tide he could no longer resist.

He breathed deeply. He was tired.

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