The clinic’s sterile hallway echoed with the squeak of Dr. Lee’s shoes as she rushed to meet Liam. Her explanation was rushed and her face was flushed, but the facts were clear: the wrong records. The treatment he had undergone, the hope he had clung to, was all a mistake. He felt a profound emptiness settle within him.

He listened to Dr. Lee’s offer of a full reevaluation, the words floating past him. He'd agree to it, of course. He'd go through the process again. He nodded slowly, his gaze drifting towards a flickering light fixture. The world suddenly felt dimmed, the vibrant colors of life faded to gray.

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