"So, what do you think?" The tattoo artist grinned, holding up the image on his phone. It was his print, “Crimson Dawn,” now spread across a customer’s entire back. A masterpiece, ruined, he thought. But what could he do?

He offered a weak smile. He felt a dull ache behind his eyes. He had become a ghost in his own life. The studio felt so empty. He'd poured his life into creating something of value, of beauty. This, though, this felt like… a footnote. He nodded at the phone. "Looks good," he said, the words barely audible. He turned and walked away. The artist should feel proud, yet he felt nothing but the emptiness of the day.

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