The gate agent's voice was robotic, devoid of emotion, and it washed over Amelia like tepid water. "Delayed." The recital. Her daughter had worked tirelessly for this, practicing every day. She'd envisioned herself in the front row, beaming with pride. Now, it was just another missed opportunity.

She sat down heavily, the plastic of the chair cold against her skin. She had a sudden, overwhelming urge to stay put. The thought of fighting for another flight, for any possibility of arriving on time, felt exhausting. She picked up a magazine but didn't open it. The world outside the window seemed distant, unreal.

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