Rain lashed against the windows, mirroring the way Amelia felt inside. She stared at the invitation, the glossy card stock mocking her. Liam's party. Laser tag and a DJ. Everything she wasn't. Everything she couldn't compete with. She slumped further into the armchair, the floral print doing nothing to lift her mood. A sigh escaped her, a puff of air that felt heavy with unspoken disappointment. Her own party was a carefully curated affair, a quiet afternoon tea, a string quartet – lovely, perhaps, but hardly the stuff of Instagram stories.

The phone buzzed, a text from her mother reminding her to finalise the caterer. Amelia tossed the phone onto the coffee table with a thud. The world felt muted, colours faded. Even the promise of Earl Grey and cucumber sandwiches held no appeal.

The thought of going outside, even to the next room, felt exhausting. Her party was planned, the invitations sent, the music chosen. But the enthusiasm she'd felt weeks ago had evaporated. Now, all she could picture were empty chairs and forced smiles.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240