alarmed - Story 1625 | Emotion Vectors in Gemma4-31B

The text from her best friend was short: “Mr. Chen followed you on TikTok lol.” Chloe's stomach dropped. Her carefully curated feed, full of dance videos and goofy skits, suddenly felt like a massive betrayal. A knot formed in her throat.

She immediately opened TikTok, her fingers fumbling with the app. There he was, his profile picture a blurry image of a cat. The world tilted on its axis. He had seen everything.

She felt a hot flush rush over her skin. She paced around her room, a nervous energy propelling her. A sudden need for privacy overwhelmed her. She felt exposed, vulnerable, as if he could now peer directly into her life.

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