overwhelmed - Story 99860 | Emotion Vectors in Gemma4-31B

The house echoed with silence. "Learn to speak Italian." The words seemed to mock him. He sank onto the sofa, the list clutched in his trembling hands. He couldn't even manage to cook a decent meal, let alone learn a new language. The weight of his father's expectations, and his own perceived failures, pressed down on him with a crushing force. He closed his eyes, the silence amplifying the frantic rhythm of his heart.

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