stressed - Story 140549 | Emotion Vectors in Gemma4-31B

The phone vibrated in her hand, a harsh, insistent pulse. Sophia, her teenage daughter, Maya, had a secret profile on a platform she didn't even recognize, full of videos. The quick, rapid-fire cuts of the videos, the unfamiliar slang, the flashing lights, all added to the growing sense of disorientation.

She felt a hollowness in her chest. She had been working longer hours to provide for Maya, thinking she was building a better future, but the reality felt cold.

She bit her lip, holding back the tears. It was clear she didn't know the girl she was raising.

Emotion: stressed

Cluster: Fear / Anxiety

PC1 (Valence): -1.37 Negative

PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:

`😩`	0.266
`😫`	0.256
`😰`	0.239
`😖`	0.237
`😞`	0.236

Suppressed:

`B`	-0.200
`happy`	-0.197
`enjoy`	-0.176
`enjoying`	-0.172
`bahagia`	-0.169