The wooden floorboards creaked under Chloe's weight. The attic was a mausoleum of dust and indifference, illuminated by a single, bare bulb. She had been warned. The previous residents, a couple, left many items in their wake. They left a mess for someone else to clean up.

A moth-eaten teddy bear lay slumped against a chimney. Chloe glanced at the bear, then turned away. She’d clean it later. No rush. She knew that any delay would only increase the task.

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