The gate agent’s announcement was just noise. "Delayed." Ava watched the information board, the little clock, the hands moving so slowly, it felt like mockery. The surprise party. She had meticulously planned every detail. The gift was already bought. The cake was ordered. She wouldn't be there.

She pulled a bottle of water from her bag and took a long, slow swallow. The taste was metallic, and it didn't quench her thirst. She put the bottle back and leaned her head against the wall. The world seemed to fade around her, the noise of the terminal, the constant movement, all receding into a distant hum. She was too tired to care.

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