overwhelmed - Story 99174 | Emotion Vectors in Gemma4-31B

The relentless thrum of the city traffic amplified the pressure building in Clara's chest. She had just seen Sarah, the always-busy "project manager," working as a waitress. Sarah. Who had "multiple projects in several countries". Clara felt a wave of nausea wash over her.

She gripped the steering wheel so tightly that her knuckles were white. The bills, the deadlines, the pressure to maintain her own career… It felt like the weight of the world pressing down on her chest.

She blinked, trying to clear her vision. The city lights blurred through her tear-filled eyes. She wanted to scream, to lash out, but instead, she just sat there, frozen, the car engine idling, the endless stream of cars a mocking reminder of the chaos she faced.

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