The lilies arrived at noon, a fragrant white explosion against the drabness of the hallway. Sarah pressed a finger to her lips, a nervous habit she hadn’t realized she’d picked up. She hadn’t ordered flowers. Her breath hitched. She scanned the perfectly arranged blooms, the pristine vase, seeking some clue, some small label, any indication of sender. Nothing.

Her reflection in the polished glass of the front door showed her face pinched, her eyes wide. She carried them into the kitchen, placing them on the island. Each time her phone buzzed with an incoming text, her hand would fly to it, her heart thrumming against her ribs. She was jumpy, irritable, snapping at her son over spilled milk.

Later, she found herself avoiding her husband's gaze at dinner, picking at her food. The silence between them, usually comfortable, now felt thick, charged with unspoken accusations. She found herself washing the vase and hiding it in the cupboard, hoping somehow to erase the delivery and the unsettling feelings it brought.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264