The slam of the screen door echoed in her ears. Heโ€™d done it again. She gripped the edge of the counter, knuckles white, the cold tile a small comfort against the sudden heat that flushed her face. Her breath hitched. That mutt, Winston, was at it again.

"Oh, for crying out loud," she muttered, her voice brittle. She peeked around the curtains, the floral print suddenly grating on her nerves. There he was, digging in her prize-winning rose bed. The dog's owner was nowhere in sight.

Her shoulders bunched. Sheโ€™d spent hours yesterday pruning those roses! The frustration built in her chest, a heavy pressure. She took a deep breath, trying to calm the hammering in her chest.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
๐Ÿ˜ฃ0.261
worse0.256
๐Ÿ˜ž0.248
๐Ÿ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234