“Did you hear?” whispered Liam, his voice a low monotone. His eyes were red-rimmed. "They're shutting down." The university president's address, broadcast through the campus speaker system, had just ended.

I just stared at him. I couldn't process it. My whole life was here. The library, the classes, the friends I'd made, all of it. A suffocating pressure built in my chest. I felt like I was drowning, unable to breathe.

My carefully built routines, the comfort of knowing what was next, vanished. The future stretched out before me, an empty landscape. The familiar campus, usually vibrant and alive, seemed suddenly desolate and uncaring. I felt nothing, just an overwhelming sense of emptiness.

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