The will reading had been a formality. Liam, her brother, had been giddy with anticipation, practically vibrating in his seat. He’d always been the golden child, the favorite. Amelia, however, had long ago stopped expecting anything from life beyond what she created herself. The lawyer droned on about stocks and bonds, real estate, and investments. Then came her portion: a small, unassuming brown envelope.

Liam, when he saw the envelope, had snorted, a laugh bubbling up from his chest. Amelia opened it, revealing a single, hand-written recipe for her grandmother's famous apple pie. The corners of her mouth twitched. She felt nothing. She closed the envelope, placed it carefully in her purse, and stood up, ready to leave.

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