The rejection letter, addressed to "Dear Author," sat pristine and cold on the kitchen table. Liam felt a pressure building behind his eyes, a tightness spreading across his chest. He couldn’t seem to breathe right. The air felt thin, like he was gasping for it.

He pushed away from the table, his chair scraping against the floor. He needed to move, to do something, anything, to dispel the feeling of being trapped. The apartment felt suffocating, each object a reminder of his failure.

He paced the length of the room, his movements erratic and jerky. He ran his hand through his hair, tugging at the strands. He wanted to shout, to break something, to release the pent-up tension that threatened to overwhelm him.

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