The first thought that sprang to his mind was, “Well, here we go.” He’d known this day was coming, the slow march toward gentrification. The neighborhood was becoming hip, the rents were going up, and change was inevitable.

He stared at the notice on the fridge, held up with a faded magnet shaped like a cartoon cat. He reached for a beer, pulling it from the fridge. He popped the top, the familiar hiss a small comfort. He sat on the sofa, the cushion molded to his shape. He took a long, slow swallow.

He thought about the boxes he’d need to find, the places he’d need to look. He thought about the hassle. He finished the beer.

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