A wave of heat washed over Maya as the boarding announcement crackled over the intercom. "Delayed. Again." She slumped back against the hard plastic of the gate's seating. The presentation. Months of preparation, all for naught. Her shoulders were heavy, weighted down. She closed her laptop, the click echoing in the cavernous terminal.

She felt a throbbing ache behind her eyes, the familiar precursor to a migraine. She rummaged through her carry-on, seeking an ibuprofen, but her movements were slow, almost sluggish. She looked out the window at the storm clouds gathering, mirroring the tempest inside her. She hadn't bothered to get up and stretch in ages. The fight to make it wasn't there anymore.

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