The gallery owner had practically dragged him over to see it. "Look, isn't it amazing? Your work, immortalized!" The words bounced off him, meaningless. His sculpture, "The Embrace," now permanently adorning some stranger’s shoulder. He hadn't asked. He hadn't approved. He'd even stopped making the sculptures.

He stood there, unmoving, as the gallery owner gushed. He felt the familiar weight settle on his shoulders. He should be thrilled. He knew he should be. Instead, he just felt… numb. He cleared his throat. "I have to get back to the studio," he mumbled, turning to leave. The day had gone on for far too long. He just wanted to go home.

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