The library, once a haven, felt constricting. Thomas, arms crossed, watched his son, Ben, navigate the towering bookshelves. Ben devoured books with an enthusiasm that both fascinated and dismayed Thomas. He’d passed on his love of reading to Ben, but now, it felt like his own passion had been eclipsed.

Ben knew more about literary history than Thomas did. He recited quotes, debated authors, and devoured entire series in days. Thomas found himself struggling to keep up, his own reading pace slowing. He felt the sting of inadequacy.

“Dad, have you read this new biography on Dickens? It’s amazing!” Ben beamed, holding up a thick volume. Thomas offered a weak smile, wishing he hadn't asked the question. “No,” he admitted. He wandered away, the silence in the library amplified the sound of his own thoughts.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216