The announcement blared over the college's loudspeaker system as Mark walked across the quad. He stopped, his footsteps halting in the middle of his track across the green. The sunlight felt thin, pale.

He took a deep breath, the air cold in his lungs. He looked at the student center, at the familiar brick facade. It always felt imposing. He thought about the upcoming midterms. The pressure of the assignments. The pressure, he realized, he was already carrying.

He continued walking, his pace steady, his shoulders slumped. He felt an emptiness spreading through him. He found himself walking towards the exit of campus. He had a beer in the fridge. That felt like the right move.

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