The renovation team was finally leaving. After weeks of loud hammering and dusty chaos, the house was starting to feel like her home again. But the workmen’s comments had been laced with morbid curiosity. "Must have been a shock, living here," one had remarked, grinning. "Pretty creepy, eh?"

Now, alone in the newly painted living room, her eyes darted from corner to corner. She felt a shiver crawl down her spine. The laughter of the workmen, their knowing glances, replayed in her mind. She turned on every light, desperate to banish the shadows.

She walked from room to room, touching the walls, as if to reassure herself. She opened every window, trying to bring in a sense of freshness. She kept repeating, “It’s just a house…it’s just a house…” Her voice echoed in the empty space.

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238