“Who the hell are these from?” she muttered, scowling at the carnations. They were cheerful, yes, but also… cheap. She hated their boldness, their unsubtle cheer. She hated the space they took up on her otherwise tidy desk.

She spent the afternoon trying to dissect the meaning of the gesture, which was probably nothing more than a coincidence or a mistake. She checked her work emails, replaying recent conversations. Had she been too bossy? Not bossy enough?

Her jaw clenched. She knew she was difficult to work with. She couldn’t keep a steady pace. She was probably the reason the team failed their project. She glared at the flowers.

Emotion: self-critical

Cluster: Shame / Guilt
PC1 (Valence): -1.66 Negative
PC2 (Disposition): 1.28

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280