He’d poured over the application for weeks, his nights punctuated by the click of the keyboard. Now, staring at the screen, the culmination of his efforts was nothing more than a few lines of rejection.

A wave of emptiness washed over him. He felt strangely numb, a detachment from the situation. He pushed his chair back from the desk, the wheels rolling across the worn carpet with a slow, deliberate sound. He didn’t bother to get up.

He glanced at the worn textbooks piled high on a nearby shelf. The prospect of funding his education was now a gaping chasm. He ran a hand through his hair, the gesture more habit than frustration. What was the point of doing anything?

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