The paper crackled in his hand, a fragile testament to someone else's desires. "See the Taj Mahal." "Learn to speak Mandarin." "Become a yoga instructor." He’d never even known his partner, Ben, *wanted* those things. The silence of the bedroom was deafening.

He paced the room, his footsteps echoing on the wooden floor. The air felt thin, difficult to breathe. He felt a pressure in his head, a dull ache that intensified with each passing second. He stopped, staring at his reflection in the mirror, searching for answers he didn't possess.

He ran his hand over his face, feeling the rough stubble. He felt a deep, profound sense of…something. He couldn’t quite place it.

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