The gallery buzzed with chatter. Clara, nervously holding a glass of champagne, gazed at the display. A painting, strikingly similar to one she'd given to her art teacher as a gift, hung prominently in the center of the exhibit. The colours, the composition, the emotional resonance – it was all there. The teacher was now a nationally renowned artist.

Her cheeks burned. She recalled the long hours she’d spent in her studio, the pain, the joy, the vulnerability of creating. Then, the teacher had encouraged her, praised her. She felt like an imposter in her own life.

Clara took a shaky breath, feeling the champagne fizz in her throat. She found herself standing closer, examining the artwork with an almost desperate intensity.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238