overwhelmed - Story 99204 | Emotion Vectors in Gemma4-31B

The email arrived first. A terse notification from the HOA: Violation. Unapproved parking. He’d ignored it. Now, as he walked out, coffee in hand, the reality of the situation crashed over him. His prized vintage Mustang was missing.

He swore under his breath, the curse a tight knot in his throat. He’d spent years restoring that car, pouring all his energy into it. It was his sanctuary. His escape.

His vision swam, his head suddenly light. He needed to call. He needed to fix this. But the thought of navigating the bureaucracy, the potential cost… it was all too much. He leaned against his garage door, the metal cool against his forehead, feeling a profound sense of emptiness.

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:

`S`	0.385
`😫`	0.332
`😖`	0.319
`😣`	0.319
`😩`	0.314

Suppressed:

`la`	-0.576
`de`	-0.496
`a`	-0.297
`happy`	-0.290
`l`	-0.264