The room swirled, a kaleidoscope of faces and conversations. He found a quiet corner, away from the chatter, and stared at the centerpiece on the table. Artificial flowers, plastic and perfect. Just like the script he'd prepared.

He’d spent hours agonizing over the words, crafting a narrative of familial warmth and appreciation. But the paper felt cold in his hand. He wasn’t feeling anything. He was just going through the motions.

He saw his sister approach, a bright smile plastered on her face. She was going to go next, and he was next after her. He swallowed, the act felt like a chore, another item on a long, arduous list.

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