alarmed - Story 1225 | Emotion Vectors in Gemma4-31B

"Mom, what is all this?" Chloe asked, her voice barely above a whisper. She held up a crumpled packet of notes from middle school. Her mother, usually so chatty, was suddenly silent.

Her mother's face remained impassive. The collection of her schoolwork felt invasive, a window into her formative years that she hadn't wanted opened. She felt a growing unease; it was a feeling that coiled in her stomach.

She backed away from the table, suddenly wanting to be anywhere else.

Emotion: alarmed

Cluster: Fear / Anxiety

PC1 (Valence): -2.07 Negative

PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😰`	0.304
`😨`	0.272
`worse`	0.269
`😣`	0.261
`не`	0.254

Suppressed:

`de`	-0.323
`enthusi`	-0.258
`happy`	-0.235
`delight`	-0.225
`ية`	-0.217