The air in the attic hung heavy, a blanket of stale air and forgotten dreams. It felt like another lifetime ago, she thought, when she had the energy to be hopeful. Now she just dealt with the consequences. Now this: the junk of strangers.

A stack of chipped china plates lay in a corner. Each one bore a faded floral pattern. She picked one up, turning it over in her hands. The cool ceramic offered a brief respite from the oppressive heat. Then she put it down. It was all a lot of work.

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