He felt trapped, a fly caught in a web of obligations. He should be at the office, meeting with clients, finalizing the deal. Instead, here he was, at a garage sale, feigning interest in dusty furniture. A sharp throb pulsed behind his temples. He needed to get away, to breathe. A sudden, jarring clench in his stomach. The air around him seemed to thicken, making each breath a chore. Then, his gaze landed on a familiar form.

There, nestled amongst a pile of chipped teacups, was Theodore. His old, beloved bear. He froze. His mind short-circuited. He couldn't process the sudden surge of emotions. His knuckles whitened as he gripped his briefcase, the leather digging into his skin. His breath hitched as it seemed like his throat was closing up.

"Five dollars," the woman running the sale announced, her voice a distant hum. Five dollars. For a piece of his childhood, for a flood of memories he hadn’t allowed himself to revisit in decades. He had to have him. He reached for his wallet, his hand trembling.

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