"I can't," she muttered, her voice barely audible. The listing showed the newly renovated interior, slick and modern. It was a betrayal. She felt a burning sensation behind her eyes, and she blinked rapidly, trying to clear the mist. Her throat constricted.

She slammed the laptop lid shut with a resounding thud. The sudden silence was almost worse. She stood, swaying slightly, the room starting to spin. She had to get out. Taking a deep, shaky breath, she grabbed her keys and stumbled towards the door, unsure of where she was going, only knowing she needed to leave the confines of her small apartment.

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