The phone felt heavy in Amelia's hand. She'd been about to send a message to her best friend, Sarah, gushing about the amazing date she'd just had. Instead, a string of heart emojis and a detailed description of the evening had pinged onto her mother’s phone. Now, Amelia sat frozen at the kitchen table, the half-eaten pasta congealing in her bowl. Her stomach churned. A bead of sweat trickled down her temple.

She glanced at the ceiling, then back at her phone. The message notification still glared back at her. Her mother hadn't responded yet, but Amelia knew the woman’s curiosity would be piqued. She considered deleting the message, but the thought of it being forever lost in the digital ether felt worse than the inevitable conversation.

The sound of keys rattling in the front door sent a jolt of panic through her. She slammed the phone down and busied herself with clearing the plates, her movements jerky and rushed.

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