The key felt heavy in David’s hand. He'd put it off for as long as he could, but here he was, staring at the front door. The crew was due at dawn. He took a long drag from his cigarette, the smoke clouding the air.

He'd come prepared. He'd packed a bag with a few keepsakes, a well-worn leather-bound journal, a framed photograph of his parents. He’d already made all the necessary calls, signed the paperwork. The house was his, in a sense, but it didn't feel that way.

The sun was setting, casting long shadows across the overgrown lawn. He took one last look, then unlocked the door. He walked inside, then walked back outside. He stood there, not moving.

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