The airport felt oppressively bright, and Liam squinted, trying to make sense of the departure board. "Delayed until further notice," it blared, a digital taunt. The concert. He'd saved for months for this trip, the last gift he thought he could give his dying mother. He'd rehearsed the stories he wanted to tell her, the jokes that made her laugh.

He leaned against a pillar, the cool concrete a small comfort against the internal heat of frustration that had already passed. He pulled out the ticket, his fingers tracing the printed details, the date, the time, now utterly meaningless. His stomach churned with a slow, heavy feeling. He dropped the ticket into his pocket and turned away from the departures board, towards the closest cafe.

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