The attic was stifling, the air thick with the scent of mothballs and decay. Clara hauled down a trunk, its brass clasps tarnished, its leather cracked and peeling. She knew, somehow, that this would take forever. Everything always took forever.

Her brother, Daniel, was downstairs, already making plans. He was always making plans. He wanted to rent out the house, renovate it, sell it. He was full of energy, full of optimism. She envied him.

She opened the trunk. Inside, yellowed lace, faded photographs, and the ghost of lavender. A postcard, addressed in her grandmother's looping hand, fell out. Clara picked it up, her fingers tracing the faded ink. It seemed she would be here for a long time.

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