He found himself pacing his meticulously organized apartment, the polished wood floor reflecting the harsh fluorescent light of the kitchen. He tugged at his collar, feeling a tightness in his chest. His date with Robert was supposed to be special. A chance to unwind after a brutal week. Now, that felt impossible. The message from Ethan, identical to the one he'd just sent, confirmed his worst fears.

His jaw clenched. He swiped at his phone, his fingers clumsy on the screen. The air in the room felt thin, difficult to breathe. He wanted to scream, to lash out, to make the impossible disappear. He ran a hand through his already dishevelled hair.

He was trapped.

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