The scent of cardamom and something else, something foreign, filled the air. She found David in the dining room, hunched over the table, illuminated by the warm glow of a lamp. A tablet lay open, displaying a screen full of unfamiliar characters. Her language. A language he’d always claimed was too difficult to bother with. She approached slowly, the floorboards creaking under her weight.

"What are you doing?" she asked, her voice barely a whisper. He looked up, startled, then quickly averted his gaze.

"Just… studying," he mumbled, his shoulders slumping. He seemed smaller, somehow. She swallowed, a knot forming in her throat. The familiarity of their life together, the shared history, felt suddenly fragile, like glass. She turned and walked away.

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