The flashlight beam trembled in Arthur’s hand. He'd dreaded this. The attic was always the final frontier, the last place to look for any lost or forgotten items. The house had been a foreclosure, a whirlwind of legal jargon and frantic inspections. Now this.

A dusty collection of old hats lay scattered on a shelf. A fedora, a bonnet with wilting ribbons, a child’s knitted cap. He prodded at them with a hesitant finger. The fabric disintegrated at his touch. What was the point? 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