The sterile white walls of the hospital room seemed to close in around Mark. He stared out the window at the distant city skyline, the vibrant lights a stark contrast to the emptiness he felt. He had been through this cycle so many times. Hope, followed by disappointment, followed by the inevitable decline.

The doctor’s words echoed in his ears: "We're running further tests." He already knew. He understood what the tests meant.

He heard the door open, a nurse entering. “There’s someone here to see you,” she said, her voice gentle but professional.

A young man, his face pale and drawn, stood in the doorway. He held a file. Their eyes met, and in that instant, Mark saw a reflection of his own weary soul. They both knew.

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