overwhelmed - Story 99844 | Emotion Vectors in Gemma4-31B

The hum of the fridge, the gentle ticking of the clock, the distant traffic - all now felt like a blaring symphony of chaos. Liam’s palms were slick with sweat. He stared at the ceiling, trying to focus on something other than the vibrations that filled his chest.

The noise complaints kept coming. The police. The landlord. He felt trapped in a vortex, a whirlpool of escalating tension. He knew what he’d do, he had to stop it.

He rubbed his eyes. The headache pulsed, the pressure building, making it hard to think. He knew what he *should* do, but the thought of it sent another wave of despair through him.

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