The phone rang, and Emily almost didn't answer. It was her aunt, calling with the news. She listened, the phone pressed to her ear, the words washing over her. "…a half-brother… your father… you should reach out…" She replied in a low, even tone, a voice that was carefully neutral. After she hung up, she stared out the window at the familiar park. Children played on swings, their laughter a discordant symphony. She had spent a long time, so much time, figuring out how to survive. Now, another layer of complexity was added. Her fingers tightened on the edge of the windowsill. She’d figure out how to navigate it, too.

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