The familiar squeak of the front door. Sarah braced herself. This was the moment. She'd walked away from a demanding job, a toxic relationship, and now, here she was. Back.

She looked around. The house had shifted slightly in her absence. The furniture was more worn, the curtains fading. She felt a familiar weight descend; the burden of expectations. Her mother offered a warm hug, but Sarah couldn’t quite meet her eyes.

"We have guest towels in your bathroom," her mother said, her voice a shade too high. "And I'll put your favorite magazines by your bed." Sarah nodded. She knew the drill. The house, her parents' house, felt like a gently closing door.

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