The constant tapping of her foot on the hardwood floor was the only sound breaking the silence of her home office. Anya felt a strange pressure building behind her eyes, a sensation like a balloon inflating slowly. She had to finish this presentation by tomorrow morning, but the ideas just wouldn’t coalesce. She was stuck.

A notification popped up on her screen. A calendar invite from the head of the department. “Project Review.” She clicked on it, a knot forming in her stomach.

The room felt sterile, impersonal. Her rival, David, was there, his face smooth and unreadable. As the lead discussed his new “innovative concept” for the new client, Anya slowly realized the horror that had been building inside her. His presentation… it was hers. Exactly hers. She almost felt like screaming.

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