The bustling art gallery, usually a source of inspiration, now felt like a cage. The noise, the lights, the constant stream of people… all contributed to the feeling of dread that was quickly consuming him. The message from Alex, arriving at precisely the same moment as one from Ben, was a gut punch.

He rubbed his eyes, trying to clear his vision, which felt blurred. A cold sweat slicked his palms. He couldn't think. Couldn't breathe. He felt a desperate urge to flee, to escape the suffocating reality that was closing in around him. He leaned against a sculpture, its cold metal offering no comfort.

He felt utterly exposed.

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