The aroma of freshly brewed coffee did nothing to lift David's mood. He’d poured himself a cup, but it was lukewarm and he left it untouched. He looked out his window; the day was beautiful but he felt no connection to it.

The phone vibrated on the table. It was a text from Sam. “Got the job! 🎉 So excited!” The message, delivered with the requisite emojis, felt like a punch.

He sighed, the sound barely audible. He put the phone on silent, the screen still illuminated. He'd walk around for the day with a smile on his face. He'd have to.

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