The email sat in Eleanor’s inbox, unread for two days. She knew what it was, the notification from her college, but she hadn’t the stomach to open it. Her coffee sat cold on her desk, the steam long since dissipated, mirroring the energy that had also evaporated from her. She felt like a deflated balloon, all potential energy gone. Finally, with a sigh that rattled her chest, she clicked on the link.

It was. The subject line, “Exceptional Essay Example,” punched her in the gut. The essay. The one she’d bled over, the one that had felt so monumental at the time. Now, it was just… public. She scrolled, her eyes scanning the familiar words, the vulnerability she had poured onto the page. Shame, a hot blush, creeped up her neck.

She closed the browser, then opened it again, staring at the blank screen. She hadn’t applied to be a writer; she’d applied to be a doctor. Now, her most personal thoughts were fodder for prospective students. She wanted to scream, to shatter something, but the weight in her chest kept her still.

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