The neon sign outside the pawn shop flickered erratically, casting an uneven light on the street. Olivia pushed open the door, the bell above chiming a hollow greeting. Her mood was heavy, the weight of the day settling upon her like a shroud.

She started her usual circuit, eyes scanning the endless rows of forgotten things. The ring. A small, delicate setting, the shape unmistakable. Her grandmother's.

She stared, unmoving, at the ring. The shop owner watched her with a knowing gaze. She knew what needed to happen. She sighed, her shoulders slumping further. She reached for her purse.

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