The package arrived just as she was trying to convince herself she'd finally organized the overflowing junk drawer in the kitchen. She saw it from the window: a square, slightly battered box sitting on the mat. "From the bookstore," she said to herself, knowing full well it wasn't. It never was.

She sighed, her shoulders slumping. She walked to the door, opened it, and picked up the package. There was a faint scent of lavender, which seemed entirely inappropriate. Inside, nestled in tissue paper, was a framed photograph of a young woman smiling. She looked vaguely familiar, but also not. She carried it into the house and placed it on the mantelpiece, amongst the dust-covered ornaments and the forgotten photographs of her own past.

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