The string quartet’s music seemed to wind around Leo, a lovely tune he didn’t feel. He chewed on his lip, scanning the room. This was stupid. He shouldn't have come. He should have made up some excuse, but now he was here, trapped, waiting for the inevitable. The anticipation was the worst part.

He saw her across the room, speaking with some of her friends. He closed his eyes briefly, then opened them again, forcing himself to focus on the intricate design of the wallpaper. He took a deep breath, and let it out slowly. He found himself studying the ceiling, each ornate detail.

The bride’s mother approached him then, complimenting his suit, which was a good distraction. He smiled, offered a brief response. He was safe. For now. He made his way to the buffet table.

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