The clatter of tools echoed from the shared fence line. He’d known it was only a matter of time. He watched, from his window, as the neighbor’s landscapers began their work. He took a sip of his tea, trying to focus on the steam rising from the cup.

He could've argued. Complained. But he was tired.

He watched the saw bite into the trunk. The tree, his tree, was coming down. He swallowed hard. Another small piece of the world, gone.

He placed his cup back on the table. He'd find a way to make it all work, eventually. He always did.

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