The arcade buzzed with the familiar cacophony of flashing lights and electronic sounds. "Remember when we thought we could beat the high score on Galaga?" Ben asked, grinning. Liam, seated beside him, leaned back against the dusty wall.

Ben was bouncing, full of energy. He detailed their strategy, the hours spent, the near misses. Liam stared at the screen, the pixels a blurry dance.

The game had felt like a Sisyphean task. Liam had been driven to desperation, the frustration slowly building until it consumed him. The flashing lights and incessant sounds became grating and oppressive. They had never reached the high score. He shrugged, his shoulders slumping slightly. “Yeah, good times.”

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