"Another one," the detective had said dryly, as if it was a common occurrence. The words hung in the air, replaying themselves in Eleanor’s mind. She hadn't bothered to research this house, so sure of her instincts. "A robbery gone wrong," the detective had added, "the homeowner died." Eleanor now sat on the porch steps, staring at the peeling paint, the same paint she had dismissed as character.

The scent of honeysuckle, usually a comfort, felt cloying, suffocating. She couldn’t shake the image of the previous owner, a man she’d never known, whose life had ended violently within these walls. She was an idiot, she thought.

She should have listened to her gut, her intuition. She should have known. Now, everything felt tainted. Every creak of the floorboards, every rustle of the leaves, filled her with a nameless dread.

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