The sterile white walls of the art gallery seemed to amplify the silence. Liam stared at the abstract painting, barely registering the colors and shapes. Beside him, a woman named Chloe was studying the same piece, the same thoughtful look on her face. "He said he hated modern art," Chloe murmured, her voice laced with bewilderment.

Liam couldn't find the energy to respond. He had poured his heart out to this man, sharing his passions and dreams, only to have them regurgitated, repackaged, and offered to someone else. The betrayal was real, but the surprise was absent. He stared at the floor, the polished surface reflecting his face, a mirror image of the hollowness he now felt. The feeling of falling flat hit him square in the chest.

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