I sat at my desk, the cursor blinking mockingly on a blank screen. My computer's fan whirred, a monotonous sound filling the room. It had been years of writing, of dreaming of a published novel. Years of admiring the man who had now stolen from me.

I picked up the pen, looked at the papers. I didn't want to write anymore. The words felt tainted, as if the magic had been erased. I opened a drawer and placed the pen inside, then I reached for the book next to it. It was the latest novel by Finch. I closed the drawer and returned to my seat.

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