Her carefully constructed persona, the one she presented to the world, seemed to crack under the strain. Jessica felt the familiar pressure building behind her eyes. The laughter, the music, the vibrant decorations, they all seemed to press down on her, creating a claustrophobic effect. She gripped her clutch so tightly that her knuckles ached.

She found herself making excuses to avoid conversation, retreating to a quiet corner, trying to regulate her erratic breathing. The feeling inside, it was like being trapped in a narrow tunnel.

And then, she saw him, and everything seemed to stop.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264