The last class session. Dr. Peterson, usually brimming with enthusiasm, stood before them, his face etched with fatigue. A feeling of resignation seemed to permeate the room. The air was thick with the unspoken. The silence felt heavy.


Sarah watched the faces of her classmates, reflecting the same sentiment. The laughter of the past semesters now felt like a distant echo. The future suddenly felt uncertain. The sense of loss was palpable.


Later, she walked the campus, a tear escaped her. The buildings, the grounds, the memories – they were all going away. She felt a profound sense of loss, a sinking feeling that would not go away.

Emotion: melancholy

Cluster: Sadness / Despair
PC1 (Valence): -1.78 Negative
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.445
😞0.376
😔0.337
いつも0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290