Rain lashed against the windowpane, blurring the city lights into streaks of orange and yellow. He was at it again, pacing the living room, the phone pressed tight to his ear. I didn't even bother to look up from my book this time. What was the point?

My shoulders slumped as the wind howled outside. The pages turned slowly, the words losing their meaning. My fingers tapped a rhythmic beat against the book's cover, a nervous habit I hadn't realized I had.

He hung up, and the silence descended once more, heavy and suffocating. “Something to eat?” I asked, my voice barely a whisper. He shook his head, and I knew the evening would continue, as it 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