The sunlight seemed too bright, the birdsong too cheerful. Sarah stared blankly at the spreadsheet, her carefully planned party itinerary staring back. It felt like a joke. She'd organised a pottery class, a picnic in the park, a sophisticated gathering. Leo's event was a beach bonfire, surfboards, loud music – a whole different universe.

She drummed her fingers on the desk, a restless rhythm that echoed the turmoil within. She had hoped for more than a handful of RSVPs. Now she sat, alone, the quiet of her apartment amplifying her discontent.

She pushed back from her desk, the chair scraping against the wooden floor. Every choice she made felt wrong, like she was missing out on something vital. The pottery clay, once a symbol of creativity, now represented the distance between her and the experience she craved.

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