The decorations for Sophia's movie marathon birthday were still in boxes. Sarah had scheduled a concert on the same day. Sophia's face fell as she thought about the work that had gone into the party; the themes, the snacks, the invitations.

She sat on her bed, her head in her hands. The thought of even unpacking the boxes seemed impossible. She felt a profound sense of isolation, as if she were alone in the world.

She looked at her reflection in the mirror. The face staring back at her was pale and expressionless, a mask of unacknowledged fatigue. The party, as always, would not happen.

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