The small, cramped apartment felt smaller than usual. Kevin sat at his desk, staring at the unopened envelope on his desk. He'd seen the email notification. It was there, unread.

He knew what was inside. He knew the outcome. He didn't have the energy to open it. He found himself envying the way Ben seemed to naturally sail through life.

He leaned back in his chair, the squeak echoing in the silence. He thought about calling Sarah. Maybe she’d want to go for a drink. He picked up his phone, then put it back down again. What would they even talk about?

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