overwhelmed - Story 99956 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the cursor blinking mockingly. Writer’s block. A relentless companion. The deadline loomed, a monstrous shadow threatening to consume him. He ran a hand through his already disheveled hair, feeling the physical weight of his frustration. The time capsule was something he had found while attempting to install a new mailbox.

Inside, a collection of poems, a small, clay sculpture of a bird. A letter, penned in elegant cursive, spoke of grand ambitions. He felt a wave of nausea, a sudden and debilitating weakness. He couldn't even manage to finish a grocery list anymore. He wanted to scream.

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