The coach's words hung in the air, stale and heavy like the locker room itself. “We need you to move to defensive line, Kevin.” Kevin nodded slowly, his gaze drifting to the chipped paint on the metal lockers. Another year, another attempt to fit in, to make himself useful. His stomach twisted, a familiar knot that had become a permanent fixture. He ran a hand through his hair, the gesture lacking its usual energy. He’d worked so hard on his offensive game.

The equipment manager tossed him a new helmet. It felt cold and foreign in his hands. He'd spent his entire high school career mastering his position. Now, it was all for naught. He looked around at the celebratory air of the team. They were energized. They were hopeful. He felt disconnected, an observer in his own life.

He walked toward the field, the cleats crunching on the gravel. He knew what was coming. The drills, the adjustments, the scrutiny. He didn’t look forward to any of it. He was done fighting.

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