His knuckles were white as he gripped the armrests of the chair. The room seemed to shrink, closing in on him, the walls pressing inwards. He couldn’t breathe. His breaths were short, shallow gasps. A wave of nausea rolled through him.

He hadn't been expecting this. He hadn't expected to recognize his childhood tormentor in the therapist's chair. The flood of memories – the taunts, the slights, the feeling of constant dread – hit him like a physical blow.

His vision blurred. He felt a desperate urge to flee, to escape the suffocating weight that threatened to crush him. He just needed to get away, and fast.

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