The deed felt heavy in Elara's hand, like a cold, wet stone. She traced the cursive script of her grandmother's name, the loops and flourishes somehow mocking her. Everything was hers now. The creaky house on Hemlock Street, the chipped teacups, the dust-covered piano. All of it.

She closed the front door, the click echoing in the sudden silence. A wave of weariness washed over her. She knew the house needed work, a lot of work. The roof leaked, the porch sagged, and the garden was a tangle of weeds and overgrown roses. She sighed, the sound barely a whisper. What was the point, anyway?

“Well, here we are,” her brother, Mark, said, his voice bright, brimming with enthusiasm. He bounced on the balls of his feet. "Ready to get to it?"

Elara rubbed her temples. "Yeah," she replied flatly. "Let's."

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