The email arrived, another rejection. A sigh puffed from Elias, a quiet exhalation that seemed to carry the weight of a thousand disappointments. He slowly closed his laptop, the dim glow of the screen reflecting in his weary eyes.

He didn't bother to reply to Maya's texts. He knew what she would say – something upbeat about "the next opportunity" or "everything happens for a reason." He'd heard it all before, the platitudes that felt like hollow echoes in his chest.

He went to the kitchen and made a cup of instant coffee, the lukewarm liquid doing little to dispel the chill that had settled in his bones. He knew she'd got the job. He was certain of it. She always did.

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