The air in the pawn shop felt heavy, pressing down on Liam's shoulders. He felt a tightness in his chest, making it difficult to breathe. The cacophony of sounds – the shopkeeper's muttered phone conversation, the distant rumble of traffic, the incessant buzzing of the overhead lights – seemed to amplify everything inside him. He felt like he was drowning in a sea of anxieties.

His gaze darted around the room, trying to make sense of the chaos. The overwhelming number of objects on display, the sheer volume of things, only deepened his feeling of disquiet. He couldn't think.

And there it was. A splash of colour, a glimmer of light. His grandmother’s ring, catching the light like a tiny sun. He knew he didn't have the money, but he felt an almost magnetic pull towards it. It was the only thing that seemed real in this distorted reality.

He began to walk toward it.

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