"Are you sure you're alright, Mum?" Sarah asked, her voice tinged with concern. She’d found her mother standing stock still in the overgrown garden, a half-eaten biscuit drooping from her fingers. The demolition crew had started their work.

Her mother didn’t respond, her gaze fixed on the back door, the one she'd painted bright blue years ago. Sarah knew better than to push. The house held so many echoes of her father, of laughter, of loss. A tight pressure was building in her chest, the same feeling she got before a migraine.

She felt the need to get her mother away from the noise, the dust, the inevitable crash of wood and brick. She gently took the biscuit from her mother’s hand. “Let’s go get some tea, shall we?”

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196