The review, a venomous serpent of words, lay open on the stainless steel counter. Chef Leo stared at it, the print blurring slightly. He felt a sudden, heavy pressure in his chest, as if a great weight had settled there. He scrubbed at his temples with the heel of his hand, the scent of lavender soap momentarily calming the frantic buzzing in his head. The kitchen, once his sanctuary, now felt like a cage, the clatter of pans echoing the relentless rhythm of his own panicked heartbeat. He needed a drink, a stiff one.

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