My back ached, a dull, throbbing ache that mirrored the hollowness in my chest. The insurance guy was already on the phone, a torrent of legal jargon I barely comprehended washing over me. The oak, now sprawled across my fence, looked like a defeated giant, its gnarled roots clawing at the sky. I ran a hand over my forehead, pushing back damp strands of hair. What was the point of even arguing? The inevitable was here, and all I could do was listen to the endless drone of bureaucracy.

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