The elevator ascended slowly. The doors opened, revealing a bustling office lobby. Daniel, a composer, was on his way to an important meeting. He felt the familiar pressure building in his head, a tightening that made it difficult to focus. Then, the elevator music. *His* song, rearranged for easy listening.

He felt his shoulders tense. The smiles on the faces of the other passengers seemed to mock him. His stomach churned. He wanted to scream.

He mumbled a hurried goodbye as the elevator doors opened, and fled the scene. He felt as if the world was shrinking.

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